DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json Wed Jan 18 04:24:31 2023 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 525.60.13 Driver Version: 525.60.13 CUDA Version: 12.0 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 Tesla V100-PCIE... On | 00000000:3F:00.0 Off | 0 | | N/A 29C P0 27W / 250W | 0MiB / 32768MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2023-01-18_04-24-37: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//preprocessing/bigWigs/ENCSR889WKL.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/HEPG2_DNASE_PE/fold_1/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] Number of peaks input: 158833 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 158833 Number of peaks input: 41167 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 41167 Number of non peaks input: 158752 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 158752 Number of non peaks input: 41247 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 41247 Number of peaks after removing outliers: 157085 Number of nonpeaks after removing outliers: 140717 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ Predicting within adjust counts 1/4398 [..............................] - ETA: 12:12:07 7/4398 [..............................] - ETA: 37s  13/4398 [..............................] - ETA: 38s 19/4398 [..............................] - ETA: 37s 25/4398 [..............................] - ETA: 37s 31/4398 [..............................] - ETA: 37s 37/4398 [..............................] - ETA: 37s 43/4398 [..............................] - ETA: 37s 49/4398 [..............................] - ETA: 37s 55/4398 [..............................] - ETA: 37s 61/4398 [..............................] - ETA: 37s 67/4398 [..............................] - ETA: 37s 73/4398 [..............................] - ETA: 37s 79/4398 [..............................] - ETA: 37s 85/4398 [..............................] - ETA: 37s 91/4398 [..............................] - ETA: 37s 97/4398 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4380/4398 [============================>.] - ETA: 0s 4386/4398 [============================>.] - ETA: 0s 4392/4398 [============================>.] - ETA: 0s 4398/4398 [==============================] - ETA: 0s 4398/4398 [==============================] - 48s 9ms/step 2023-01-18_04-37-31: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//preprocessing/bigWigs/ENCSR889WKL.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '52.2', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(138699, 10) loading nonpeaks... got split:train for bed regions:(125541, 10) loading peaks... got split:valid for bed regions:(18386, 10) loading nonpeaks... got split:valid for bed regions:(15176, 10) Epoch 1/50 1/2384 [..............................] - ETA: 6:48:28 - loss: 1990.9590 - logits_profile_predictions_loss: 1826.4796 - logcount_predictions_loss: 3.1509 2/2384 [..............................] - ETA: 21:01 - loss: 2151.9733 - logits_profile_predictions_loss: 1972.0225 - logcount_predictions_loss: 3.4473  3/2384 [..............................] - ETA: 20:58 - loss: 2228.0186 - logits_profile_predictions_loss: 2044.2636 - logcount_predictions_loss: 3.5202 4/2384 [..............................] - ETA: 20:57 - loss: 2259.2343 - logits_profile_predictions_loss: 2073.8269 - logcount_predictions_loss: 3.5519 5/2384 [..............................] - ETA: 20:55 - loss: 2266.4836 - logits_profile_predictions_loss: 2080.1892 - logcount_predictions_loss: 3.5689 6/2384 [..............................] - 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logcount_predictions_loss: 3.5612 13/2384 [..............................] - ETA: 20:50 - loss: 2195.9540 - logits_profile_predictions_loss: 2010.7862 - logcount_predictions_loss: 3.5473 14/2384 [..............................] - ETA: 20:50 - loss: 2183.3421 - logits_profile_predictions_loss: 1998.7264 - logcount_predictions_loss: 3.5367 15/2384 [..............................] - ETA: 20:49 - loss: 2173.2780 - logits_profile_predictions_loss: 1989.0506 - logcount_predictions_loss: 3.5293 16/2384 [..............................] - ETA: 20:49 - loss: 2165.7395 - logits_profile_predictions_loss: 1981.7902 - logcount_predictions_loss: 3.5239 17/2384 [..............................] - ETA: 20:48 - loss: 2158.0402 - logits_profile_predictions_loss: 1974.6219 - logcount_predictions_loss: 3.5138 18/2384 [..............................] - ETA: 20:48 - loss: 2151.6923 - logits_profile_predictions_loss: 1968.5895 - logcount_predictions_loss: 3.5077 19/2384 [..............................] - ETA: 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loss: 1628.6246 - logits_profile_predictions_loss: 1562.8393 - logcount_predictions_loss: 1.2603 2382/2384 [============================>.] - ETA: 1s - loss: 1628.5699 - logits_profile_predictions_loss: 1562.7904 - logcount_predictions_loss: 1.2602 2383/2384 [============================>.] - ETA: 0s - loss: 1628.5153 - logits_profile_predictions_loss: 1562.7415 - logcount_predictions_loss: 1.2600 2384/2384 [==============================] - ETA: 0s - loss: 1628.4607 - logits_profile_predictions_loss: 1562.6926 - logcount_predictions_loss: 1.2599 2384/2384 [==============================] - 1331s 554ms/step - loss: 1628.4061 - logits_profile_predictions_loss: 1562.6437 - logcount_predictions_loss: 1.2598 - val_loss: 1557.1597 - val_logits_profile_predictions_loss: 1510.5264 - val_logcount_predictions_loss: 0.8934 Epoch 00001: val_loss improved from inf to 1557.15967, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 2/50 1/2384 [..............................] - ETA: 21:55 - loss: 1164.0573 - logits_profile_predictions_loss: 1127.5582 - logcount_predictions_loss: 0.6992 2/2384 [..............................] - ETA: 20:56 - loss: 1214.4392 - logits_profile_predictions_loss: 1176.8409 - logcount_predictions_loss: 0.7203 3/2384 [..............................] - ETA: 20:56 - loss: 1214.8282 - logits_profile_predictions_loss: 1176.0522 - logcount_predictions_loss: 0.7428 4/2384 [..............................] - ETA: 20:54 - loss: 1220.2416 - logits_profile_predictions_loss: 1180.9269 - logcount_predictions_loss: 0.7532 5/2384 [..............................] - ETA: 20:53 - loss: 1233.5334 - logits_profile_predictions_loss: 1193.7764 - logcount_predictions_loss: 0.7616 6/2384 [..............................] - ETA: 20:53 - loss: 1246.0017 - logits_profile_predictions_loss: 1205.9506 - 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1362.6203 - logits_profile_predictions_loss: 1318.9414 - logcount_predictions_loss: 0.8367 420/2384 [====>.........................] - ETA: 17:15 - loss: 1362.5890 - logits_profile_predictions_loss: 1318.9105 - logcount_predictions_loss: 0.8367 421/2384 [====>.........................] - ETA: 17:14 - loss: 1362.5577 - logits_profile_predictions_loss: 1318.8797 - logcount_predictions_loss: 0.8367 422/2384 [====>.........................] - ETA: 17:14 - loss: 1362.5271 - logits_profile_predictions_loss: 1318.8495 - logcount_predictions_loss: 0.8367 423/2384 [====>.........................] - ETA: 17:13 - loss: 1362.4967 - logits_profile_predictions_loss: 1318.8196 - logcount_predictions_loss: 0.8367 424/2384 [====>.........................] - ETA: 17:13 - loss: 1362.4677 - logits_profile_predictions_loss: 1318.7912 - logcount_predictions_loss: 0.8367 425/2384 [====>.........................] - ETA: 17:12 - loss: 1362.4401 - logits_profile_predictions_loss: 1318.7641 - logcount_predictions_loss: 0.8367 426/2384 [====>.........................] - ETA: 17:12 - loss: 1362.4130 - logits_profile_predictions_loss: 1318.7375 - logcount_predictions_loss: 0.8367 427/2384 [====>.........................] - ETA: 17:11 - loss: 1362.3857 - logits_profile_predictions_loss: 1318.7108 - logcount_predictions_loss: 0.8367 428/2384 [====>.........................] - ETA: 17:11 - loss: 1362.3578 - logits_profile_predictions_loss: 1318.6834 - logcount_predictions_loss: 0.8367 429/2384 [====>.........................] - ETA: 17:10 - loss: 1362.3295 - logits_profile_predictions_loss: 1318.6557 - logcount_predictions_loss: 0.8367 430/2384 [====>.........................] - ETA: 17:09 - loss: 1362.3021 - logits_profile_predictions_loss: 1318.6288 - logcount_predictions_loss: 0.8366 431/2384 [====>.........................] - ETA: 17:09 - loss: 1362.2743 - logits_profile_predictions_loss: 1318.6015 - logcount_predictions_loss: 0.8366 432/2384 [====>.........................] 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[====>.........................] - ETA: 17:02 - loss: 1361.9059 - logits_profile_predictions_loss: 1318.2394 - logcount_predictions_loss: 0.8365 446/2384 [====>.........................] - ETA: 17:01 - loss: 1361.8803 - logits_profile_predictions_loss: 1318.2143 - logcount_predictions_loss: 0.8365 447/2384 [====>.........................] - ETA: 17:00 - loss: 1361.8548 - logits_profile_predictions_loss: 1318.1893 - logcount_predictions_loss: 0.8365 448/2384 [====>.........................] - ETA: 17:00 - loss: 1361.8297 - logits_profile_predictions_loss: 1318.1646 - logcount_predictions_loss: 0.8365 449/2384 [====>.........................] - ETA: 16:59 - loss: 1361.8054 - logits_profile_predictions_loss: 1318.1408 - logcount_predictions_loss: 0.8365 450/2384 [====>.........................] - ETA: 16:59 - loss: 1361.7812 - logits_profile_predictions_loss: 1318.1169 - logcount_predictions_loss: 0.8365 451/2384 [====>.........................] - ETA: 16:58 - loss: 1361.7560 - 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logcount_predictions_loss: 0.8245 2350/2384 [============================>.] - ETA: 17s - loss: 1351.6763 - logits_profile_predictions_loss: 1308.6363 - logcount_predictions_loss: 0.8245 2351/2384 [============================>.] - ETA: 17s - loss: 1351.6718 - logits_profile_predictions_loss: 1308.6321 - logcount_predictions_loss: 0.8245 2352/2384 [============================>.] - ETA: 16s - loss: 1351.6672 - logits_profile_predictions_loss: 1308.6279 - logcount_predictions_loss: 0.8245 2353/2384 [============================>.] - ETA: 16s - loss: 1351.6626 - logits_profile_predictions_loss: 1308.6237 - logcount_predictions_loss: 0.8245 2354/2384 [============================>.] - ETA: 15s - loss: 1351.6581 - logits_profile_predictions_loss: 1308.6195 - logcount_predictions_loss: 0.8245 2355/2384 [============================>.] - ETA: 15s - loss: 1351.6535 - logits_profile_predictions_loss: 1308.6154 - logcount_predictions_loss: 0.8245 2356/2384 [============================>.] - 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logcount_predictions_loss: 0.8244 2363/2384 [============================>.] - ETA: 11s - loss: 1351.6167 - logits_profile_predictions_loss: 1308.5816 - logcount_predictions_loss: 0.8244 2364/2384 [============================>.] - ETA: 10s - loss: 1351.6121 - logits_profile_predictions_loss: 1308.5774 - logcount_predictions_loss: 0.8244 2365/2384 [============================>.] - ETA: 10s - loss: 1351.6075 - logits_profile_predictions_loss: 1308.5731 - logcount_predictions_loss: 0.8244 2366/2384 [============================>.] - ETA: 9s - loss: 1351.6028 - logits_profile_predictions_loss: 1308.5689 - logcount_predictions_loss: 0.8244  2367/2384 [============================>.] - ETA: 8s - loss: 1351.5982 - logits_profile_predictions_loss: 1308.5647 - logcount_predictions_loss: 0.8244 2368/2384 [============================>.] - ETA: 8s - loss: 1351.5936 - logits_profile_predictions_loss: 1308.5605 - logcount_predictions_loss: 0.8244 2369/2384 [============================>.] - ETA: 7s - loss: 1351.5890 - logits_profile_predictions_loss: 1308.5563 - logcount_predictions_loss: 0.8244 2370/2384 [============================>.] - ETA: 7s - loss: 1351.5844 - logits_profile_predictions_loss: 1308.5520 - logcount_predictions_loss: 0.8243 2371/2384 [============================>.] - ETA: 6s - loss: 1351.5797 - logits_profile_predictions_loss: 1308.5477 - logcount_predictions_loss: 0.8243 2372/2384 [============================>.] - ETA: 6s - loss: 1351.5750 - logits_profile_predictions_loss: 1308.5434 - logcount_predictions_loss: 0.8243 2373/2384 [============================>.] - ETA: 5s - loss: 1351.5703 - logits_profile_predictions_loss: 1308.5391 - logcount_predictions_loss: 0.8243 2374/2384 [============================>.] - ETA: 5s - loss: 1351.5657 - logits_profile_predictions_loss: 1308.5349 - logcount_predictions_loss: 0.8243 2375/2384 [============================>.] - ETA: 4s - loss: 1351.5610 - logits_profile_predictions_loss: 1308.5306 - logcount_predictions_loss: 0.8243 2376/2384 [============================>.] - ETA: 4s - loss: 1351.5563 - logits_profile_predictions_loss: 1308.5263 - logcount_predictions_loss: 0.8243 2377/2384 [============================>.] - ETA: 3s - loss: 1351.5517 - logits_profile_predictions_loss: 1308.5221 - logcount_predictions_loss: 0.8243 2378/2384 [============================>.] - ETA: 3s - loss: 1351.5471 - logits_profile_predictions_loss: 1308.5179 - logcount_predictions_loss: 0.8243 2379/2384 [============================>.] - ETA: 2s - loss: 1351.5425 - logits_profile_predictions_loss: 1308.5136 - logcount_predictions_loss: 0.8243 2380/2384 [============================>.] - ETA: 2s - loss: 1351.5378 - logits_profile_predictions_loss: 1308.5094 - logcount_predictions_loss: 0.8243 2381/2384 [============================>.] - ETA: 1s - loss: 1351.5332 - logits_profile_predictions_loss: 1308.5052 - logcount_predictions_loss: 0.8243 2382/2384 [============================>.] - ETA: 1s - loss: 1351.5286 - logits_profile_predictions_loss: 1308.5010 - logcount_predictions_loss: 0.8243 2383/2384 [============================>.] - ETA: 0s - loss: 1351.5240 - logits_profile_predictions_loss: 1308.4968 - logcount_predictions_loss: 0.8242 2384/2384 [==============================] - ETA: 0s - loss: 1351.5194 - logits_profile_predictions_loss: 1308.4925 - logcount_predictions_loss: 0.8242 2384/2384 [==============================] - 1317s 552ms/step - loss: 1351.5148 - logits_profile_predictions_loss: 1308.4883 - logcount_predictions_loss: 0.8242 - val_loss: 1499.8292 - val_logits_profile_predictions_loss: 1457.8361 - val_logcount_predictions_loss: 0.8045 Epoch 00002: val_loss improved from 1557.15967 to 1499.82922, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 3/50 1/2384 [..............................] - ETA: 22:04 - loss: 1249.4978 - logits_profile_predictions_loss: 1218.2878 - logcount_predictions_loss: 0.5979 2/2384 [..............................] - ETA: 20:54 - loss: 1278.5687 - logits_profile_predictions_loss: 1247.0966 - logcount_predictions_loss: 0.6029 3/2384 [..............................] - ETA: 20:54 - loss: 1269.7244 - logits_profile_predictions_loss: 1237.0370 - logcount_predictions_loss: 0.6262 4/2384 [..............................] - ETA: 20:53 - loss: 1269.5970 - logits_profile_predictions_loss: 1236.5175 - logcount_predictions_loss: 0.6337 5/2384 [..............................] - ETA: 20:52 - loss: 1279.7129 - logits_profile_predictions_loss: 1246.3319 - logcount_predictions_loss: 0.6395 6/2384 [..............................] - ETA: 20:51 - loss: 1288.8149 - logits_profile_predictions_loss: 1255.2495 - logcount_predictions_loss: 0.6430 7/2384 [..............................] - ETA: 20:50 - loss: 1293.4615 - logits_profile_predictions_loss: 1259.9135 - logcount_predictions_loss: 0.6427 8/2384 [..............................] - ETA: 20:50 - loss: 1298.4343 - logits_profile_predictions_loss: 1264.7704 - logcount_predictions_loss: 0.6449 9/2384 [..............................] - ETA: 20:49 - loss: 1302.0478 - logits_profile_predictions_loss: 1268.2585 - logcount_predictions_loss: 0.6473 10/2384 [..............................] - ETA: 20:49 - loss: 1306.5621 - logits_profile_predictions_loss: 1272.7614 - logcount_predictions_loss: 0.6475 11/2384 [..............................] - ETA: 20:48 - loss: 1309.7852 - logits_profile_predictions_loss: 1275.9697 - logcount_predictions_loss: 0.6478 12/2384 [..............................] - ETA: 20:47 - loss: 1311.7647 - logits_profile_predictions_loss: 1277.8978 - logcount_predictions_loss: 0.6488 13/2384 [..............................] - ETA: 20:47 - loss: 1314.5444 - logits_profile_predictions_loss: 1280.5702 - logcount_predictions_loss: 0.6508 14/2384 [..............................] - ETA: 20:46 - loss: 1317.6127 - logits_profile_predictions_loss: 1283.5690 - logcount_predictions_loss: 0.6522 15/2384 [..............................] - ETA: 20:46 - loss: 1320.4093 - logits_profile_predictions_loss: 1286.3219 - logcount_predictions_loss: 0.6530 16/2384 [..............................] - ETA: 20:46 - loss: 1322.5957 - logits_profile_predictions_loss: 1288.4965 - logcount_predictions_loss: 0.6532 17/2384 [..............................] - ETA: 20:45 - loss: 1324.3144 - logits_profile_predictions_loss: 1290.1865 - logcount_predictions_loss: 0.6538 18/2384 [..............................] - ETA: 20:45 - loss: 1325.5638 - logits_profile_predictions_loss: 1291.4143 - logcount_predictions_loss: 0.6542 19/2384 [..............................] - ETA: 20:44 - loss: 1326.6142 - logits_profile_predictions_loss: 1292.4419 - logcount_predictions_loss: 0.6546 20/2384 [..............................] - ETA: 20:44 - loss: 1328.0355 - logits_profile_predictions_loss: 1293.8190 - logcount_predictions_loss: 0.6555 21/2384 [..............................] - ETA: 20:43 - loss: 1329.0533 - logits_profile_predictions_loss: 1294.7885 - logcount_predictions_loss: 0.6564 22/2384 [..............................] - ETA: 20:43 - loss: 1330.0193 - logits_profile_predictions_loss: 1295.6989 - logcount_predictions_loss: 0.6575 23/2384 [..............................] - ETA: 20:42 - loss: 1331.3061 - logits_profile_predictions_loss: 1296.9256 - logcount_predictions_loss: 0.6586 24/2384 [..............................] - ETA: 20:42 - loss: 1332.3241 - logits_profile_predictions_loss: 1297.8967 - logcount_predictions_loss: 0.6595 25/2384 [..............................] - ETA: 20:41 - loss: 1332.8466 - logits_profile_predictions_loss: 1298.3772 - logcount_predictions_loss: 0.6603 26/2384 [..............................] - ETA: 20:41 - loss: 1333.0029 - logits_profile_predictions_loss: 1298.5019 - logcount_predictions_loss: 0.6609 27/2384 [..............................] - ETA: 20:40 - loss: 1333.1638 - logits_profile_predictions_loss: 1298.6319 - logcount_predictions_loss: 0.6615 28/2384 [..............................] - ETA: 20:40 - loss: 1333.1518 - logits_profile_predictions_loss: 1298.5978 - logcount_predictions_loss: 0.6620 29/2384 [..............................] - ETA: 20:39 - loss: 1333.2047 - logits_profile_predictions_loss: 1298.6251 - logcount_predictions_loss: 0.6624 30/2384 [..............................] - ETA: 20:39 - loss: 1333.0868 - logits_profile_predictions_loss: 1298.4745 - logcount_predictions_loss: 0.6631 31/2384 [..............................] - ETA: 20:38 - loss: 1333.0933 - logits_profile_predictions_loss: 1298.4355 - logcount_predictions_loss: 0.6639 32/2384 [..............................] - ETA: 20:38 - loss: 1333.0028 - logits_profile_predictions_loss: 1298.3072 - logcount_predictions_loss: 0.6647 33/2384 [..............................] - ETA: 20:37 - loss: 1332.7266 - logits_profile_predictions_loss: 1297.9974 - logcount_predictions_loss: 0.6653 34/2384 [..............................] - ETA: 20:37 - loss: 1332.5429 - logits_profile_predictions_loss: 1297.7807 - logcount_predictions_loss: 0.6659 35/2384 [..............................] - ETA: 20:36 - loss: 1332.3470 - logits_profile_predictions_loss: 1297.5482 - logcount_predictions_loss: 0.6666 36/2384 [..............................] - ETA: 20:36 - loss: 1332.2455 - logits_profile_predictions_loss: 1297.4040 - logcount_predictions_loss: 0.6675 37/2384 [..............................] - ETA: 20:35 - loss: 1332.2136 - logits_profile_predictions_loss: 1297.3308 - logcount_predictions_loss: 0.6683 38/2384 [..............................] - ETA: 20:35 - loss: 1332.1865 - logits_profile_predictions_loss: 1297.2636 - logcount_predictions_loss: 0.6690 39/2384 [..............................] - ETA: 20:34 - loss: 1332.0949 - logits_profile_predictions_loss: 1297.1339 - logcount_predictions_loss: 0.6698 40/2384 [..............................] - ETA: 20:34 - loss: 1331.9942 - logits_profile_predictions_loss: 1296.9961 - logcount_predictions_loss: 0.6705 41/2384 [..............................] - ETA: 20:33 - loss: 1332.0430 - logits_profile_predictions_loss: 1297.0067 - logcount_predictions_loss: 0.6712 42/2384 [..............................] - ETA: 20:33 - loss: 1332.0630 - logits_profile_predictions_loss: 1296.9921 - logcount_predictions_loss: 0.6719 43/2384 [..............................] - ETA: 20:32 - loss: 1331.9692 - logits_profile_predictions_loss: 1296.8659 - logcount_predictions_loss: 0.6725 44/2384 [..............................] - ETA: 20:32 - loss: 1331.8924 - logits_profile_predictions_loss: 1296.7533 - logcount_predictions_loss: 0.6732 45/2384 [..............................] - ETA: 20:31 - loss: 1331.8684 - logits_profile_predictions_loss: 1296.6908 - logcount_predictions_loss: 0.6739 46/2384 [..............................] - ETA: 20:31 - loss: 1331.8408 - logits_profile_predictions_loss: 1296.6259 - logcount_predictions_loss: 0.6746 47/2384 [..............................] - ETA: 20:30 - loss: 1331.8351 - logits_profile_predictions_loss: 1296.5832 - logcount_predictions_loss: 0.6753 48/2384 [..............................] - ETA: 20:29 - loss: 1331.8237 - logits_profile_predictions_loss: 1296.5384 - logcount_predictions_loss: 0.6760 49/2384 [..............................] - ETA: 20:29 - loss: 1331.8707 - logits_profile_predictions_loss: 1296.5553 - logcount_predictions_loss: 0.6765 50/2384 [..............................] - ETA: 20:29 - loss: 1331.9192 - logits_profile_predictions_loss: 1296.5730 - logcount_predictions_loss: 0.6771 51/2384 [..............................] - ETA: 20:28 - loss: 1331.9401 - logits_profile_predictions_loss: 1296.5609 - logcount_predictions_loss: 0.6778 52/2384 [..............................] - ETA: 20:27 - loss: 1331.8572 - logits_profile_predictions_loss: 1296.4464 - logcount_predictions_loss: 0.6784 53/2384 [..............................] - ETA: 20:27 - loss: 1331.9066 - logits_profile_predictions_loss: 1296.4579 - logcount_predictions_loss: 0.6791 54/2384 [..............................] - ETA: 20:26 - loss: 1331.9285 - logits_profile_predictions_loss: 1296.4409 - logcount_predictions_loss: 0.6798 55/2384 [..............................] - ETA: 20:26 - loss: 1331.9028 - logits_profile_predictions_loss: 1296.3814 - logcount_predictions_loss: 0.6805 56/2384 [..............................] - ETA: 20:25 - loss: 1331.7825 - logits_profile_predictions_loss: 1296.2287 - logcount_predictions_loss: 0.6811 57/2384 [..............................] - ETA: 20:25 - loss: 1331.6630 - logits_profile_predictions_loss: 1296.0753 - logcount_predictions_loss: 0.6818 58/2384 [..............................] - ETA: 20:24 - loss: 1331.4718 - logits_profile_predictions_loss: 1295.8531 - logcount_predictions_loss: 0.6824 59/2384 [..............................] - ETA: 20:24 - loss: 1331.3034 - logits_profile_predictions_loss: 1295.6547 - logcount_predictions_loss: 0.6829 60/2384 [..............................] - ETA: 20:23 - loss: 1331.1258 - logits_profile_predictions_loss: 1295.4476 - logcount_predictions_loss: 0.6835 61/2384 [..............................] - ETA: 20:23 - loss: 1330.9413 - logits_profile_predictions_loss: 1295.2351 - logcount_predictions_loss: 0.6840 62/2384 [..............................] - ETA: 20:22 - loss: 1330.7400 - logits_profile_predictions_loss: 1295.0070 - logcount_predictions_loss: 0.6845 63/2384 [..............................] - ETA: 20:22 - loss: 1330.5226 - logits_profile_predictions_loss: 1294.7661 - logcount_predictions_loss: 0.6850 64/2384 [..............................] - ETA: 20:21 - loss: 1330.3373 - logits_profile_predictions_loss: 1294.5592 - logcount_predictions_loss: 0.6854 65/2384 [..............................] - ETA: 20:21 - loss: 1330.1456 - logits_profile_predictions_loss: 1294.3469 - logcount_predictions_loss: 0.6858 66/2384 [..............................] - ETA: 20:20 - loss: 1329.9759 - logits_profile_predictions_loss: 1294.1572 - logcount_predictions_loss: 0.6862 67/2384 [..............................] - ETA: 20:20 - loss: 1329.8092 - logits_profile_predictions_loss: 1293.9741 - logcount_predictions_loss: 0.6865 68/2384 [..............................] - ETA: 20:19 - loss: 1329.6752 - logits_profile_predictions_loss: 1293.8226 - logcount_predictions_loss: 0.6868 69/2384 [..............................] - ETA: 20:19 - loss: 1329.5319 - logits_profile_predictions_loss: 1293.6597 - logcount_predictions_loss: 0.6872 70/2384 [..............................] - ETA: 20:18 - loss: 1329.3760 - logits_profile_predictions_loss: 1293.4864 - logcount_predictions_loss: 0.6875 71/2384 [..............................] - ETA: 20:18 - loss: 1329.2373 - logits_profile_predictions_loss: 1293.3292 - logcount_predictions_loss: 0.6879 72/2384 [..............................] - ETA: 20:17 - loss: 1329.0992 - logits_profile_predictions_loss: 1293.1714 - logcount_predictions_loss: 0.6883 73/2384 [..............................] - ETA: 20:17 - loss: 1329.0154 - logits_profile_predictions_loss: 1293.0658 - logcount_predictions_loss: 0.6887 74/2384 [..............................] - ETA: 20:16 - loss: 1328.9271 - logits_profile_predictions_loss: 1292.9550 - logcount_predictions_loss: 0.6891 75/2384 [..............................] - ETA: 20:15 - loss: 1328.8597 - logits_profile_predictions_loss: 1292.8661 - logcount_predictions_loss: 0.6895 76/2384 [..............................] - ETA: 20:15 - loss: 1328.8078 - logits_profile_predictions_loss: 1292.7933 - logcount_predictions_loss: 0.6899 77/2384 [..............................] - ETA: 20:14 - loss: 1328.7485 - logits_profile_predictions_loss: 1292.7114 - logcount_predictions_loss: 0.6904 78/2384 [..............................] - ETA: 20:14 - loss: 1328.6662 - logits_profile_predictions_loss: 1292.6077 - logcount_predictions_loss: 0.6908 79/2384 [..............................] - ETA: 20:13 - loss: 1328.5323 - logits_profile_predictions_loss: 1292.4540 - 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loss: 1304.9609 - logits_profile_predictions_loss: 1265.9468 - logcount_predictions_loss: 0.7474 2378/2384 [============================>.] - ETA: 3s - loss: 1304.9575 - logits_profile_predictions_loss: 1265.9437 - logcount_predictions_loss: 0.7474 2379/2384 [============================>.] - ETA: 2s - loss: 1304.9541 - logits_profile_predictions_loss: 1265.9406 - logcount_predictions_loss: 0.7474 2380/2384 [============================>.] - ETA: 2s - loss: 1304.9508 - logits_profile_predictions_loss: 1265.9376 - logcount_predictions_loss: 0.7474 2381/2384 [============================>.] - ETA: 1s - loss: 1304.9474 - logits_profile_predictions_loss: 1265.9345 - logcount_predictions_loss: 0.7474 2382/2384 [============================>.] - ETA: 1s - loss: 1304.9440 - logits_profile_predictions_loss: 1265.9315 - logcount_predictions_loss: 0.7474 2383/2384 [============================>.] - ETA: 0s - loss: 1304.9407 - logits_profile_predictions_loss: 1265.9285 - logcount_predictions_loss: 0.7474 2384/2384 [==============================] - ETA: 0s - loss: 1304.9374 - logits_profile_predictions_loss: 1265.9255 - logcount_predictions_loss: 0.7474 2384/2384 [==============================] - 1316s 552ms/step - loss: 1304.9340 - logits_profile_predictions_loss: 1265.9225 - logcount_predictions_loss: 0.7473 - val_loss: 1507.0977 - val_logits_profile_predictions_loss: 1463.0328 - val_logcount_predictions_loss: 0.8441 Epoch 00003: val_loss did not improve from 1499.82922 Epoch 4/50 1/2384 [..............................] - ETA: 21:46 - loss: 1257.8927 - logits_profile_predictions_loss: 1219.0325 - logcount_predictions_loss: 0.7444 2/2384 [..............................] - ETA: 20:53 - loss: 1226.5430 - logits_profile_predictions_loss: 1188.1475 - logcount_predictions_loss: 0.7355 3/2384 [..............................] - ETA: 20:52 - loss: 1235.6086 - logits_profile_predictions_loss: 1196.6295 - logcount_predictions_loss: 0.7467 4/2384 [..............................] - ETA: 20:52 - loss: 1253.3075 - logits_profile_predictions_loss: 1213.9139 - logcount_predictions_loss: 0.7547 5/2384 [..............................] - ETA: 20:51 - loss: 1263.5180 - logits_profile_predictions_loss: 1224.0339 - logcount_predictions_loss: 0.7564 6/2384 [..............................] - ETA: 20:51 - loss: 1264.9159 - logits_profile_predictions_loss: 1225.2498 - logcount_predictions_loss: 0.7599 7/2384 [..............................] - ETA: 20:50 - loss: 1265.9107 - logits_profile_predictions_loss: 1226.1224 - logcount_predictions_loss: 0.7622 8/2384 [..............................] - ETA: 20:50 - loss: 1269.2224 - logits_profile_predictions_loss: 1229.3637 - logcount_predictions_loss: 0.7636 9/2384 [..............................] - ETA: 20:50 - loss: 1274.7981 - logits_profile_predictions_loss: 1234.9236 - logcount_predictions_loss: 0.7639 10/2384 [..............................] - ETA: 20:49 - loss: 1278.3046 - logits_profile_predictions_loss: 1238.4453 - logcount_predictions_loss: 0.7636 11/2384 [..............................] - ETA: 20:48 - loss: 1279.3943 - logits_profile_predictions_loss: 1239.6913 - logcount_predictions_loss: 0.7606 12/2384 [..............................] - ETA: 20:48 - loss: 1279.8737 - logits_profile_predictions_loss: 1240.3709 - logcount_predictions_loss: 0.7568 13/2384 [..............................] - ETA: 20:48 - loss: 1280.9046 - logits_profile_predictions_loss: 1241.5572 - logcount_predictions_loss: 0.7538 14/2384 [..............................] - ETA: 20:47 - loss: 1281.8746 - logits_profile_predictions_loss: 1242.7107 - logcount_predictions_loss: 0.7503 15/2384 [..............................] - ETA: 20:46 - loss: 1282.3859 - logits_profile_predictions_loss: 1243.3760 - logcount_predictions_loss: 0.7473 16/2384 [..............................] - ETA: 20:46 - loss: 1282.0761 - logits_profile_predictions_loss: 1243.2563 - logcount_predictions_loss: 0.7437 17/2384 [..............................] - ETA: 20:45 - loss: 1282.3674 - logits_profile_predictions_loss: 1243.7293 - logcount_predictions_loss: 0.7402 18/2384 [..............................] - ETA: 20:45 - loss: 1283.8907 - logits_profile_predictions_loss: 1245.4103 - logcount_predictions_loss: 0.7372 19/2384 [..............................] - ETA: 20:44 - loss: 1284.9994 - logits_profile_predictions_loss: 1246.6654 - logcount_predictions_loss: 0.7344 20/2384 [..............................] - ETA: 20:44 - loss: 1286.2962 - logits_profile_predictions_loss: 1248.0858 - logcount_predictions_loss: 0.7320 21/2384 [..............................] - ETA: 20:43 - loss: 1287.0065 - logits_profile_predictions_loss: 1248.8982 - logcount_predictions_loss: 0.7300 22/2384 [..............................] - ETA: 20:43 - loss: 1287.7159 - logits_profile_predictions_loss: 1249.7182 - logcount_predictions_loss: 0.7279 23/2384 [..............................] - ETA: 20:42 - loss: 1288.3051 - logits_profile_predictions_loss: 1250.3954 - logcount_predictions_loss: 0.7262 24/2384 [..............................] - ETA: 20:42 - loss: 1288.3931 - logits_profile_predictions_loss: 1250.5660 - logcount_predictions_loss: 0.7247 25/2384 [..............................] - ETA: 20:41 - loss: 1288.3366 - logits_profile_predictions_loss: 1250.5888 - logcount_predictions_loss: 0.7231 26/2384 [..............................] - ETA: 20:41 - loss: 1288.1630 - logits_profile_predictions_loss: 1250.4914 - logcount_predictions_loss: 0.7217 27/2384 [..............................] - ETA: 20:40 - loss: 1288.1569 - logits_profile_predictions_loss: 1250.5429 - logcount_predictions_loss: 0.7206 28/2384 [..............................] - ETA: 20:40 - loss: 1287.9756 - logits_profile_predictions_loss: 1250.4303 - logcount_predictions_loss: 0.7193 29/2384 [..............................] - ETA: 20:39 - loss: 1287.6815 - logits_profile_predictions_loss: 1250.1887 - logcount_predictions_loss: 0.7183 30/2384 [..............................] - ETA: 20:39 - loss: 1287.2774 - logits_profile_predictions_loss: 1249.8419 - logcount_predictions_loss: 0.7172 31/2384 [..............................] - ETA: 20:38 - loss: 1286.9008 - logits_profile_predictions_loss: 1249.5224 - logcount_predictions_loss: 0.7161 32/2384 [..............................] - ETA: 20:38 - loss: 1286.5305 - logits_profile_predictions_loss: 1249.2083 - logcount_predictions_loss: 0.7150 33/2384 [..............................] - ETA: 20:37 - loss: 1285.9452 - logits_profile_predictions_loss: 1248.6930 - logcount_predictions_loss: 0.7136 34/2384 [..............................] - ETA: 20:37 - loss: 1285.3194 - logits_profile_predictions_loss: 1248.1290 - logcount_predictions_loss: 0.7125 35/2384 [..............................] - ETA: 20:36 - loss: 1284.9113 - logits_profile_predictions_loss: 1247.7841 - logcount_predictions_loss: 0.7112 36/2384 [..............................] - ETA: 20:36 - loss: 1284.4323 - logits_profile_predictions_loss: 1247.3687 - logcount_predictions_loss: 0.7100 37/2384 [..............................] - ETA: 20:35 - loss: 1284.1012 - logits_profile_predictions_loss: 1247.0848 - logcount_predictions_loss: 0.7091 38/2384 [..............................] - ETA: 20:34 - loss: 1283.9226 - logits_profile_predictions_loss: 1246.9520 - logcount_predictions_loss: 0.7082 39/2384 [..............................] - ETA: 20:35 - loss: 1283.7585 - logits_profile_predictions_loss: 1246.8236 - logcount_predictions_loss: 0.7076 40/2384 [..............................] - ETA: 20:34 - loss: 1283.6328 - logits_profile_predictions_loss: 1246.7273 - logcount_predictions_loss: 0.7070 41/2384 [..............................] - ETA: 20:34 - loss: 1283.4182 - logits_profile_predictions_loss: 1246.5411 - logcount_predictions_loss: 0.7065 42/2384 [..............................] - ETA: 20:33 - loss: 1283.2192 - logits_profile_predictions_loss: 1246.3761 - logcount_predictions_loss: 0.7058 43/2384 [..............................] - ETA: 20:32 - loss: 1282.8912 - logits_profile_predictions_loss: 1246.0828 - logcount_predictions_loss: 0.7051 44/2384 [..............................] - ETA: 20:32 - loss: 1282.5881 - logits_profile_predictions_loss: 1245.8113 - logcount_predictions_loss: 0.7045 45/2384 [..............................] - ETA: 20:31 - loss: 1282.3178 - logits_profile_predictions_loss: 1245.5694 - logcount_predictions_loss: 0.7040 46/2384 [..............................] - ETA: 20:31 - loss: 1282.1043 - logits_profile_predictions_loss: 1245.3779 - logcount_predictions_loss: 0.7036 47/2384 [..............................] - ETA: 20:30 - loss: 1281.8851 - logits_profile_predictions_loss: 1245.1793 - logcount_predictions_loss: 0.7032 48/2384 [..............................] - ETA: 20:30 - loss: 1281.6191 - logits_profile_predictions_loss: 1244.9375 - logcount_predictions_loss: 0.7027 49/2384 [..............................] - ETA: 20:29 - loss: 1281.3833 - logits_profile_predictions_loss: 1244.7252 - logcount_predictions_loss: 0.7023 50/2384 [..............................] - ETA: 20:29 - loss: 1281.1789 - logits_profile_predictions_loss: 1244.5436 - logcount_predictions_loss: 0.7018 51/2384 [..............................] - ETA: 20:28 - loss: 1280.9269 - logits_profile_predictions_loss: 1244.3158 - logcount_predictions_loss: 0.7014 52/2384 [..............................] - ETA: 20:28 - loss: 1280.7602 - logits_profile_predictions_loss: 1244.1754 - logcount_predictions_loss: 0.7009 53/2384 [..............................] - ETA: 20:27 - loss: 1280.6759 - logits_profile_predictions_loss: 1244.1129 - logcount_predictions_loss: 0.7004 54/2384 [..............................] - ETA: 20:27 - loss: 1280.5877 - logits_profile_predictions_loss: 1244.0449 - logcount_predictions_loss: 0.7001 55/2384 [..............................] - ETA: 20:26 - loss: 1280.4515 - logits_profile_predictions_loss: 1243.9263 - logcount_predictions_loss: 0.6997 56/2384 [..............................] - ETA: 20:25 - loss: 1280.3877 - logits_profile_predictions_loss: 1243.8757 - logcount_predictions_loss: 0.6995 57/2384 [..............................] - ETA: 20:25 - loss: 1280.3506 - logits_profile_predictions_loss: 1243.8520 - logcount_predictions_loss: 0.6992 58/2384 [..............................] - ETA: 20:24 - loss: 1280.3319 - logits_profile_predictions_loss: 1243.8466 - logcount_predictions_loss: 0.6990 59/2384 [..............................] - ETA: 20:24 - loss: 1280.3117 - logits_profile_predictions_loss: 1243.8365 - logcount_predictions_loss: 0.6988 60/2384 [..............................] - ETA: 20:23 - loss: 1280.3375 - logits_profile_predictions_loss: 1243.8700 - logcount_predictions_loss: 0.6986 61/2384 [..............................] - ETA: 20:23 - loss: 1280.3034 - logits_profile_predictions_loss: 1243.8452 - logcount_predictions_loss: 0.6984 62/2384 [..............................] - ETA: 20:22 - loss: 1280.3242 - logits_profile_predictions_loss: 1243.8742 - logcount_predictions_loss: 0.6983 63/2384 [..............................] - ETA: 20:22 - loss: 1280.3001 - logits_profile_predictions_loss: 1243.8570 - logcount_predictions_loss: 0.6981 64/2384 [..............................] - ETA: 20:21 - loss: 1280.3167 - logits_profile_predictions_loss: 1243.8813 - logcount_predictions_loss: 0.6980 65/2384 [..............................] - ETA: 20:21 - loss: 1280.3366 - logits_profile_predictions_loss: 1243.9078 - logcount_predictions_loss: 0.6979 66/2384 [..............................] - ETA: 20:20 - loss: 1280.3263 - logits_profile_predictions_loss: 1243.9060 - logcount_predictions_loss: 0.6977 67/2384 [..............................] - ETA: 20:19 - loss: 1280.3274 - logits_profile_predictions_loss: 1243.9153 - logcount_predictions_loss: 0.6976 68/2384 [..............................] - ETA: 20:19 - loss: 1280.2937 - logits_profile_predictions_loss: 1243.8908 - logcount_predictions_loss: 0.6974 69/2384 [..............................] - ETA: 20:18 - loss: 1280.2702 - logits_profile_predictions_loss: 1243.8775 - logcount_predictions_loss: 0.6972 70/2384 [..............................] - ETA: 20:18 - loss: 1280.2283 - logits_profile_predictions_loss: 1243.8410 - logcount_predictions_loss: 0.6971 71/2384 [..............................] - ETA: 20:17 - loss: 1280.2088 - logits_profile_predictions_loss: 1243.8271 - logcount_predictions_loss: 0.6970 72/2384 [..............................] - ETA: 20:17 - loss: 1280.2005 - logits_profile_predictions_loss: 1243.8238 - logcount_predictions_loss: 0.6969 73/2384 [..............................] - ETA: 20:16 - loss: 1280.2119 - logits_profile_predictions_loss: 1243.8408 - logcount_predictions_loss: 0.6968 74/2384 [..............................] - ETA: 20:16 - loss: 1280.2353 - logits_profile_predictions_loss: 1243.8708 - logcount_predictions_loss: 0.6966 75/2384 [..............................] - ETA: 20:15 - loss: 1280.2494 - logits_profile_predictions_loss: 1243.8933 - logcount_predictions_loss: 0.6965 76/2384 [..............................] - ETA: 20:14 - loss: 1280.2216 - logits_profile_predictions_loss: 1243.8750 - logcount_predictions_loss: 0.6963 77/2384 [..............................] - ETA: 20:14 - loss: 1280.2058 - logits_profile_predictions_loss: 1243.8701 - logcount_predictions_loss: 0.6961 78/2384 [..............................] - ETA: 20:13 - loss: 1280.1860 - logits_profile_predictions_loss: 1243.8596 - logcount_predictions_loss: 0.6959 79/2384 [..............................] - ETA: 20:13 - loss: 1280.1636 - logits_profile_predictions_loss: 1243.8455 - logcount_predictions_loss: 0.6957 80/2384 [>.............................] - ETA: 20:12 - loss: 1280.1676 - logits_profile_predictions_loss: 1243.8561 - logcount_predictions_loss: 0.6956 81/2384 [>.............................] - ETA: 20:12 - loss: 1280.1495 - logits_profile_predictions_loss: 1243.8457 - logcount_predictions_loss: 0.6955 82/2384 [>.............................] - ETA: 20:11 - loss: 1280.1172 - logits_profile_predictions_loss: 1243.8190 - logcount_predictions_loss: 0.6954 83/2384 [>.............................] - ETA: 20:11 - loss: 1280.0748 - logits_profile_predictions_loss: 1243.7811 - logcount_predictions_loss: 0.6953 84/2384 [>.............................] - ETA: 20:10 - loss: 1280.0491 - logits_profile_predictions_loss: 1243.7597 - logcount_predictions_loss: 0.6952 85/2384 [>.............................] - ETA: 20:10 - loss: 1280.0353 - logits_profile_predictions_loss: 1243.7495 - logcount_predictions_loss: 0.6951 86/2384 [>.............................] - ETA: 20:09 - loss: 1280.0238 - logits_profile_predictions_loss: 1243.7422 - logcount_predictions_loss: 0.6950 87/2384 [>.............................] - ETA: 20:08 - loss: 1279.9941 - logits_profile_predictions_loss: 1243.7167 - logcount_predictions_loss: 0.6950 88/2384 [>.............................] - ETA: 20:08 - loss: 1279.9638 - logits_profile_predictions_loss: 1243.6918 - logcount_predictions_loss: 0.6949 89/2384 [>.............................] - ETA: 20:07 - loss: 1279.9378 - logits_profile_predictions_loss: 1243.6713 - logcount_predictions_loss: 0.6948 90/2384 [>.............................] - ETA: 20:07 - loss: 1279.9328 - logits_profile_predictions_loss: 1243.6705 - logcount_predictions_loss: 0.6947 91/2384 [>.............................] - ETA: 20:06 - loss: 1279.9241 - logits_profile_predictions_loss: 1243.6660 - logcount_predictions_loss: 0.6946 92/2384 [>.............................] - ETA: 20:06 - loss: 1279.9039 - logits_profile_predictions_loss: 1243.6511 - logcount_predictions_loss: 0.6945 93/2384 [>.............................] - ETA: 20:05 - loss: 1279.8789 - logits_profile_predictions_loss: 1243.6318 - logcount_predictions_loss: 0.6944 94/2384 [>.............................] - ETA: 20:05 - loss: 1279.8739 - logits_profile_predictions_loss: 1243.6324 - logcount_predictions_loss: 0.6943 95/2384 [>.............................] - ETA: 20:04 - loss: 1279.8751 - logits_profile_predictions_loss: 1243.6398 - logcount_predictions_loss: 0.6942 96/2384 [>.............................] - ETA: 20:04 - loss: 1279.8506 - logits_profile_predictions_loss: 1243.6214 - logcount_predictions_loss: 0.6940 97/2384 [>.............................] - ETA: 20:03 - loss: 1279.8224 - logits_profile_predictions_loss: 1243.5990 - logcount_predictions_loss: 0.6939 98/2384 [>.............................] - ETA: 20:03 - loss: 1279.8006 - logits_profile_predictions_loss: 1243.5826 - logcount_predictions_loss: 0.6938 99/2384 [>.............................] - ETA: 20:02 - loss: 1279.7679 - logits_profile_predictions_loss: 1243.5555 - logcount_predictions_loss: 0.6937 100/2384 [>.............................] - ETA: 20:02 - loss: 1279.7216 - logits_profile_predictions_loss: 1243.5153 - logcount_predictions_loss: 0.6936 101/2384 [>.............................] - ETA: 20:01 - loss: 1279.6925 - logits_profile_predictions_loss: 1243.4919 - logcount_predictions_loss: 0.6935 102/2384 [>.............................] - ETA: 20:01 - loss: 1279.6830 - logits_profile_predictions_loss: 1243.4873 - logcount_predictions_loss: 0.6934 103/2384 [>.............................] - ETA: 20:00 - loss: 1279.6733 - logits_profile_predictions_loss: 1243.4821 - logcount_predictions_loss: 0.6933 104/2384 [>.............................] - ETA: 20:00 - loss: 1279.6850 - logits_profile_predictions_loss: 1243.4968 - logcount_predictions_loss: 0.6933 105/2384 [>.............................] - ETA: 19:59 - loss: 1279.6923 - logits_profile_predictions_loss: 1243.5076 - logcount_predictions_loss: 0.6932 106/2384 [>.............................] - ETA: 19:59 - loss: 1279.6808 - logits_profile_predictions_loss: 1243.4996 - logcount_predictions_loss: 0.6931 107/2384 [>.............................] - ETA: 19:58 - loss: 1279.6519 - logits_profile_predictions_loss: 1243.4744 - logcount_predictions_loss: 0.6931 108/2384 [>.............................] - ETA: 19:58 - loss: 1279.6442 - logits_profile_predictions_loss: 1243.4703 - logcount_predictions_loss: 0.6930 109/2384 [>.............................] - ETA: 19:57 - loss: 1279.6335 - logits_profile_predictions_loss: 1243.4637 - logcount_predictions_loss: 0.6929 110/2384 [>.............................] - ETA: 19:57 - loss: 1279.6258 - logits_profile_predictions_loss: 1243.4603 - logcount_predictions_loss: 0.6928 111/2384 [>.............................] - ETA: 19:56 - loss: 1279.6238 - logits_profile_predictions_loss: 1243.4621 - logcount_predictions_loss: 0.6928 112/2384 [>.............................] - ETA: 19:56 - loss: 1279.6220 - logits_profile_predictions_loss: 1243.4651 - logcount_predictions_loss: 0.6927 113/2384 [>.............................] - ETA: 19:55 - loss: 1279.6036 - logits_profile_predictions_loss: 1243.4521 - logcount_predictions_loss: 0.6926 114/2384 [>.............................] - ETA: 19:54 - loss: 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[=====>........................] - ETA: 16:32 - loss: 1282.2965 - logits_profile_predictions_loss: 1246.4790 - logcount_predictions_loss: 0.6862 501/2384 [=====>........................] - ETA: 16:32 - loss: 1282.3039 - logits_profile_predictions_loss: 1246.4870 - logcount_predictions_loss: 0.6861 502/2384 [=====>........................] - ETA: 16:31 - loss: 1282.3117 - logits_profile_predictions_loss: 1246.4953 - logcount_predictions_loss: 0.6861 503/2384 [=====>........................] - ETA: 16:31 - loss: 1282.3193 - logits_profile_predictions_loss: 1246.5035 - logcount_predictions_loss: 0.6861 504/2384 [=====>........................] - ETA: 16:30 - loss: 1282.3274 - logits_profile_predictions_loss: 1246.5121 - logcount_predictions_loss: 0.6861 505/2384 [=====>........................] - ETA: 16:29 - loss: 1282.3355 - logits_profile_predictions_loss: 1246.5206 - logcount_predictions_loss: 0.6861 506/2384 [=====>........................] - ETA: 16:29 - loss: 1282.3436 - 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logcount_predictions_loss: 0.6794 2334/2384 [============================>.] - ETA: 26s - loss: 1281.2145 - logits_profile_predictions_loss: 1245.7515 - logcount_predictions_loss: 0.6794 2335/2384 [============================>.] - ETA: 25s - loss: 1281.2122 - logits_profile_predictions_loss: 1245.7494 - logcount_predictions_loss: 0.6794 2336/2384 [============================>.] - ETA: 25s - loss: 1281.2100 - logits_profile_predictions_loss: 1245.7473 - logcount_predictions_loss: 0.6794 2337/2384 [============================>.] - ETA: 24s - loss: 1281.2079 - logits_profile_predictions_loss: 1245.7453 - logcount_predictions_loss: 0.6794 2338/2384 [============================>.] - ETA: 24s - loss: 1281.2057 - logits_profile_predictions_loss: 1245.7433 - logcount_predictions_loss: 0.6794 2339/2384 [============================>.] - ETA: 23s - loss: 1281.2036 - logits_profile_predictions_loss: 1245.7413 - logcount_predictions_loss: 0.6794 2340/2384 [============================>.] - 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logcount_predictions_loss: 0.6793 2360/2384 [============================>.] - ETA: 12s - loss: 1281.1595 - logits_profile_predictions_loss: 1245.7004 - logcount_predictions_loss: 0.6793 2361/2384 [============================>.] - ETA: 12s - loss: 1281.1574 - logits_profile_predictions_loss: 1245.6984 - logcount_predictions_loss: 0.6793 2362/2384 [============================>.] - ETA: 11s - loss: 1281.1553 - logits_profile_predictions_loss: 1245.6965 - logcount_predictions_loss: 0.6793 2363/2384 [============================>.] - ETA: 11s - loss: 1281.1532 - logits_profile_predictions_loss: 1245.6946 - logcount_predictions_loss: 0.6793 2364/2384 [============================>.] - ETA: 10s - loss: 1281.1512 - logits_profile_predictions_loss: 1245.6927 - logcount_predictions_loss: 0.6793 2365/2384 [============================>.] - ETA: 10s - loss: 1281.1491 - logits_profile_predictions_loss: 1245.6907 - logcount_predictions_loss: 0.6793 2366/2384 [============================>.] - ETA: 9s - loss: 1281.1470 - logits_profile_predictions_loss: 1245.6888 - logcount_predictions_loss: 0.6793  2367/2384 [============================>.] - ETA: 8s - loss: 1281.1449 - logits_profile_predictions_loss: 1245.6868 - logcount_predictions_loss: 0.6793 2368/2384 [============================>.] - ETA: 8s - loss: 1281.1428 - logits_profile_predictions_loss: 1245.6849 - logcount_predictions_loss: 0.6793 2369/2384 [============================>.] - ETA: 7s - loss: 1281.1407 - logits_profile_predictions_loss: 1245.6829 - logcount_predictions_loss: 0.6793 2370/2384 [============================>.] - ETA: 7s - loss: 1281.1386 - logits_profile_predictions_loss: 1245.6810 - logcount_predictions_loss: 0.6793 2371/2384 [============================>.] - ETA: 6s - loss: 1281.1365 - logits_profile_predictions_loss: 1245.6790 - logcount_predictions_loss: 0.6793 2372/2384 [============================>.] - ETA: 6s - loss: 1281.1344 - logits_profile_predictions_loss: 1245.6770 - logcount_predictions_loss: 0.6793 2373/2384 [============================>.] - ETA: 5s - loss: 1281.1322 - logits_profile_predictions_loss: 1245.6750 - logcount_predictions_loss: 0.6793 2374/2384 [============================>.] - ETA: 5s - loss: 1281.1301 - logits_profile_predictions_loss: 1245.6730 - logcount_predictions_loss: 0.6793 2375/2384 [============================>.] - ETA: 4s - loss: 1281.1279 - logits_profile_predictions_loss: 1245.6710 - logcount_predictions_loss: 0.6793 2376/2384 [============================>.] - ETA: 4s - loss: 1281.1257 - logits_profile_predictions_loss: 1245.6689 - logcount_predictions_loss: 0.6793 2377/2384 [============================>.] - ETA: 3s - loss: 1281.1235 - logits_profile_predictions_loss: 1245.6669 - logcount_predictions_loss: 0.6792 2378/2384 [============================>.] - ETA: 3s - loss: 1281.1213 - logits_profile_predictions_loss: 1245.6649 - logcount_predictions_loss: 0.6792 2379/2384 [============================>.] - ETA: 2s - loss: 1281.1191 - logits_profile_predictions_loss: 1245.6628 - logcount_predictions_loss: 0.6792 2380/2384 [============================>.] - ETA: 2s - loss: 1281.1170 - logits_profile_predictions_loss: 1245.6608 - logcount_predictions_loss: 0.6792 2381/2384 [============================>.] - ETA: 1s - loss: 1281.1149 - logits_profile_predictions_loss: 1245.6589 - logcount_predictions_loss: 0.6792 2382/2384 [============================>.] - ETA: 1s - loss: 1281.1127 - logits_profile_predictions_loss: 1245.6569 - logcount_predictions_loss: 0.6792 2383/2384 [============================>.] - ETA: 0s - loss: 1281.1106 - logits_profile_predictions_loss: 1245.6549 - logcount_predictions_loss: 0.6792 2384/2384 [==============================] - ETA: 0s - loss: 1281.1085 - logits_profile_predictions_loss: 1245.6529 - logcount_predictions_loss: 0.6792 2384/2384 [==============================] - 1315s 552ms/step - loss: 1281.1063 - logits_profile_predictions_loss: 1245.6509 - logcount_predictions_loss: 0.6792 - val_loss: 1504.4828 - val_logits_profile_predictions_loss: 1458.9385 - val_logcount_predictions_loss: 0.8725 Epoch 00004: val_loss did not improve from 1499.82922 Epoch 5/50 1/2384 [..............................] - ETA: 21:43 - loss: 1245.6267 - logits_profile_predictions_loss: 1203.7059 - logcount_predictions_loss: 0.8031 2/2384 [..............................] - ETA: 20:53 - loss: 1286.6920 - logits_profile_predictions_loss: 1239.7952 - logcount_predictions_loss: 0.8984 3/2384 [..............................] - ETA: 20:54 - loss: 1311.9067 - logits_profile_predictions_loss: 1263.7850 - logcount_predictions_loss: 0.9219 4/2384 [..............................] - ETA: 20:53 - loss: 1309.7186 - logits_profile_predictions_loss: 1262.3362 - logcount_predictions_loss: 0.9077 5/2384 [..............................] - ETA: 20:52 - loss: 1306.3273 - logits_profile_predictions_loss: 1259.4349 - logcount_predictions_loss: 0.8983 6/2384 [..............................] - ETA: 20:51 - loss: 1303.4530 - logits_profile_predictions_loss: 1257.1607 - logcount_predictions_loss: 0.8868 7/2384 [..............................] - ETA: 20:51 - loss: 1298.4542 - logits_profile_predictions_loss: 1252.8017 - logcount_predictions_loss: 0.8746 8/2384 [..............................] - ETA: 20:50 - loss: 1292.9008 - logits_profile_predictions_loss: 1247.9909 - logcount_predictions_loss: 0.8603 9/2384 [..............................] - ETA: 20:50 - loss: 1289.2283 - logits_profile_predictions_loss: 1244.8892 - logcount_predictions_loss: 0.8494 10/2384 [..............................] - ETA: 20:52 - loss: 1283.7529 - logits_profile_predictions_loss: 1239.9855 - logcount_predictions_loss: 0.8385 11/2384 [..............................] - ETA: 20:51 - loss: 1280.5073 - logits_profile_predictions_loss: 1237.1310 - logcount_predictions_loss: 0.8310 12/2384 [..............................] - ETA: 20:51 - loss: 1277.6836 - logits_profile_predictions_loss: 1234.6229 - logcount_predictions_loss: 0.8249 13/2384 [..............................] - ETA: 20:50 - loss: 1275.1041 - logits_profile_predictions_loss: 1232.3885 - logcount_predictions_loss: 0.8183 14/2384 [..............................] - ETA: 20:49 - loss: 1273.2285 - logits_profile_predictions_loss: 1230.8076 - logcount_predictions_loss: 0.8127 15/2384 [..............................] - ETA: 20:48 - loss: 1270.7810 - logits_profile_predictions_loss: 1228.6286 - logcount_predictions_loss: 0.8075 16/2384 [..............................] - ETA: 20:48 - loss: 1267.9448 - logits_profile_predictions_loss: 1226.0301 - logcount_predictions_loss: 0.8030 17/2384 [..............................] - ETA: 20:47 - loss: 1264.9827 - logits_profile_predictions_loss: 1223.2142 - logcount_predictions_loss: 0.8002 18/2384 [..............................] - ETA: 20:46 - loss: 1262.0951 - logits_profile_predictions_loss: 1220.4563 - logcount_predictions_loss: 0.7977 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- ETA: 17:25 - loss: 1244.6213 - logits_profile_predictions_loss: 1208.8145 - logcount_predictions_loss: 0.6860 400/2384 [====>.........................] - ETA: 17:24 - loss: 1244.6254 - logits_profile_predictions_loss: 1208.8232 - logcount_predictions_loss: 0.6859 401/2384 [====>.........................] - ETA: 17:24 - loss: 1244.6283 - logits_profile_predictions_loss: 1208.8308 - logcount_predictions_loss: 0.6858 402/2384 [====>.........................] - ETA: 17:23 - loss: 1244.6318 - logits_profile_predictions_loss: 1208.8389 - logcount_predictions_loss: 0.6857 403/2384 [====>.........................] - ETA: 17:23 - loss: 1244.6345 - logits_profile_predictions_loss: 1208.8461 - logcount_predictions_loss: 0.6856 404/2384 [====>.........................] - ETA: 17:22 - loss: 1244.6363 - logits_profile_predictions_loss: 1208.8525 - logcount_predictions_loss: 0.6855 405/2384 [====>.........................] - ETA: 17:22 - loss: 1244.6366 - logits_profile_predictions_loss: 1208.8574 - logcount_predictions_loss: 0.6854 406/2384 [====>.........................] - ETA: 17:21 - loss: 1244.6357 - logits_profile_predictions_loss: 1208.8612 - logcount_predictions_loss: 0.6853 407/2384 [====>.........................] - ETA: 17:21 - loss: 1244.6359 - logits_profile_predictions_loss: 1208.8659 - logcount_predictions_loss: 0.6853 408/2384 [====>.........................] - ETA: 17:20 - loss: 1244.6364 - logits_profile_predictions_loss: 1208.8710 - logcount_predictions_loss: 0.6852 409/2384 [====>.........................] - ETA: 17:20 - loss: 1244.6373 - logits_profile_predictions_loss: 1208.8764 - logcount_predictions_loss: 0.6851 410/2384 [====>.........................] - ETA: 17:19 - loss: 1244.6389 - logits_profile_predictions_loss: 1208.8825 - logcount_predictions_loss: 0.6850 411/2384 [====>.........................] - ETA: 17:19 - loss: 1244.6401 - logits_profile_predictions_loss: 1208.8881 - logcount_predictions_loss: 0.6849 412/2384 [====>.........................] - ETA: 17:18 - loss: 1244.6420 - logits_profile_predictions_loss: 1208.8945 - logcount_predictions_loss: 0.6848 413/2384 [====>.........................] - ETA: 17:18 - loss: 1244.6435 - logits_profile_predictions_loss: 1208.9004 - logcount_predictions_loss: 0.6847 414/2384 [====>.........................] - ETA: 17:17 - loss: 1244.6466 - logits_profile_predictions_loss: 1208.9079 - logcount_predictions_loss: 0.6847 415/2384 [====>.........................] - ETA: 17:17 - loss: 1244.6480 - logits_profile_predictions_loss: 1208.9137 - logcount_predictions_loss: 0.6846 416/2384 [====>.........................] - ETA: 17:16 - loss: 1244.6495 - logits_profile_predictions_loss: 1208.9196 - logcount_predictions_loss: 0.6845 417/2384 [====>.........................] - ETA: 17:15 - loss: 1244.6514 - logits_profile_predictions_loss: 1208.9259 - logcount_predictions_loss: 0.6844 418/2384 [====>.........................] - ETA: 17:15 - loss: 1244.6532 - logits_profile_predictions_loss: 1208.9319 - logcount_predictions_loss: 0.6843 419/2384 [====>.........................] - ETA: 17:14 - loss: 1244.6566 - logits_profile_predictions_loss: 1208.9397 - logcount_predictions_loss: 0.6842 420/2384 [====>.........................] - ETA: 17:14 - loss: 1244.6599 - logits_profile_predictions_loss: 1208.9471 - logcount_predictions_loss: 0.6842 421/2384 [====>.........................] - ETA: 17:13 - loss: 1244.6635 - logits_profile_predictions_loss: 1208.9547 - logcount_predictions_loss: 0.6841 422/2384 [====>.........................] - ETA: 17:13 - loss: 1244.6663 - logits_profile_predictions_loss: 1208.9616 - logcount_predictions_loss: 0.6840 423/2384 [====>.........................] - ETA: 17:12 - loss: 1244.6692 - logits_profile_predictions_loss: 1208.9686 - logcount_predictions_loss: 0.6839 424/2384 [====>.........................] - ETA: 17:12 - loss: 1244.6715 - logits_profile_predictions_loss: 1208.9749 - logcount_predictions_loss: 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logcount_predictions_loss: 0.6571 2362/2384 [============================>.] - ETA: 11s - loss: 1255.0312 - logits_profile_predictions_loss: 1220.7315 - logcount_predictions_loss: 0.6571 2363/2384 [============================>.] - ETA: 11s - loss: 1255.0333 - logits_profile_predictions_loss: 1220.7340 - logcount_predictions_loss: 0.6571 2364/2384 [============================>.] - ETA: 10s - loss: 1255.0355 - logits_profile_predictions_loss: 1220.7364 - logcount_predictions_loss: 0.6571 2365/2384 [============================>.] - ETA: 10s - loss: 1255.0377 - logits_profile_predictions_loss: 1220.7389 - logcount_predictions_loss: 0.6571 2366/2384 [============================>.] - ETA: 9s - loss: 1255.0399 - logits_profile_predictions_loss: 1220.7413 - logcount_predictions_loss: 0.6571  2367/2384 [============================>.] - ETA: 8s - loss: 1255.0420 - logits_profile_predictions_loss: 1220.7437 - logcount_predictions_loss: 0.6571 2368/2384 [============================>.] - ETA: 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logcount_predictions_loss: 0.6570 2375/2384 [============================>.] - ETA: 4s - loss: 1255.0590 - logits_profile_predictions_loss: 1220.7628 - logcount_predictions_loss: 0.6570 2376/2384 [============================>.] - ETA: 4s - loss: 1255.0611 - logits_profile_predictions_loss: 1220.7652 - logcount_predictions_loss: 0.6570 2377/2384 [============================>.] - ETA: 3s - loss: 1255.0632 - logits_profile_predictions_loss: 1220.7675 - logcount_predictions_loss: 0.6570 2378/2384 [============================>.] - ETA: 3s - loss: 1255.0652 - logits_profile_predictions_loss: 1220.7698 - logcount_predictions_loss: 0.6570 2379/2384 [============================>.] - ETA: 2s - loss: 1255.0673 - logits_profile_predictions_loss: 1220.7721 - logcount_predictions_loss: 0.6570 2380/2384 [============================>.] - ETA: 2s - loss: 1255.0693 - logits_profile_predictions_loss: 1220.7744 - logcount_predictions_loss: 0.6570 2381/2384 [============================>.] - ETA: 1s - loss: 1255.0713 - logits_profile_predictions_loss: 1220.7767 - logcount_predictions_loss: 0.6570 2382/2384 [============================>.] - ETA: 1s - loss: 1255.0733 - logits_profile_predictions_loss: 1220.7789 - logcount_predictions_loss: 0.6570 2383/2384 [============================>.] - ETA: 0s - loss: 1255.0753 - logits_profile_predictions_loss: 1220.7812 - logcount_predictions_loss: 0.6570 2384/2384 [==============================] - ETA: 0s - loss: 1255.0773 - logits_profile_predictions_loss: 1220.7835 - logcount_predictions_loss: 0.6570 2384/2384 [==============================] - 1315s 552ms/step - loss: 1255.0794 - logits_profile_predictions_loss: 1220.7858 - logcount_predictions_loss: 0.6570 - val_loss: 1489.6656 - val_logits_profile_predictions_loss: 1454.0861 - val_logcount_predictions_loss: 0.6816 Epoch 00005: val_loss improved from 1499.82922 to 1489.66565, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 6/50 1/2384 [..............................] - ETA: 21:59 - loss: 1266.0151 - logits_profile_predictions_loss: 1231.2180 - logcount_predictions_loss: 0.6666 2/2384 [..............................] - ETA: 20:54 - loss: 1250.9733 - logits_profile_predictions_loss: 1215.2095 - logcount_predictions_loss: 0.6851 3/2384 [..............................] - ETA: 20:54 - loss: 1242.1684 - logits_profile_predictions_loss: 1206.7628 - logcount_predictions_loss: 0.6783 4/2384 [..............................] - ETA: 20:53 - loss: 1243.9512 - logits_profile_predictions_loss: 1209.0222 - logcount_predictions_loss: 0.6691 5/2384 [..............................] - ETA: 20:51 - loss: 1236.9108 - logits_profile_predictions_loss: 1202.5896 - logcount_predictions_loss: 0.6575 6/2384 [..............................] - ETA: 20:51 - loss: 1231.9556 - logits_profile_predictions_loss: 1198.0636 - logcount_predictions_loss: 0.6493 7/2384 [..............................] - ETA: 20:51 - loss: 1236.3367 - logits_profile_predictions_loss: 1202.8641 - logcount_predictions_loss: 0.6412 8/2384 [..............................] - ETA: 20:50 - loss: 1237.4007 - logits_profile_predictions_loss: 1204.3087 - logcount_predictions_loss: 0.6339 9/2384 [..............................] - ETA: 20:50 - loss: 1237.4561 - logits_profile_predictions_loss: 1204.6972 - logcount_predictions_loss: 0.6276 10/2384 [..............................] - ETA: 20:49 - loss: 1237.7787 - logits_profile_predictions_loss: 1205.2828 - logcount_predictions_loss: 0.6225 11/2384 [..............................] - ETA: 20:48 - loss: 1236.5438 - logits_profile_predictions_loss: 1204.2375 - logcount_predictions_loss: 0.6189 12/2384 [..............................] - ETA: 20:48 - loss: 1237.4060 - logits_profile_predictions_loss: 1205.1918 - logcount_predictions_loss: 0.6171 13/2384 [..............................] - ETA: 20:48 - loss: 1237.2005 - logits_profile_predictions_loss: 1205.0801 - logcount_predictions_loss: 0.6153 14/2384 [..............................] - ETA: 20:47 - loss: 1236.3661 - logits_profile_predictions_loss: 1204.3392 - logcount_predictions_loss: 0.6135 15/2384 [..............................] - ETA: 20:46 - loss: 1235.1455 - logits_profile_predictions_loss: 1203.2074 - logcount_predictions_loss: 0.6118 16/2384 [..............................] - ETA: 20:46 - loss: 1234.1306 - logits_profile_predictions_loss: 1202.2887 - logcount_predictions_loss: 0.6100 17/2384 [..............................] - ETA: 20:45 - loss: 1233.0466 - logits_profile_predictions_loss: 1201.2984 - logcount_predictions_loss: 0.6082 18/2384 [..............................] - ETA: 20:45 - loss: 1232.0275 - logits_profile_predictions_loss: 1200.3763 - logcount_predictions_loss: 0.6063 19/2384 [..............................] - ETA: 20:44 - loss: 1231.6222 - logits_profile_predictions_loss: 1200.0383 - 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logcount_predictions_loss: 0.6002 33/2384 [..............................] - ETA: 20:37 - loss: 1226.0441 - logits_profile_predictions_loss: 1194.6968 - logcount_predictions_loss: 0.6005 34/2384 [..............................] - ETA: 20:37 - loss: 1225.7076 - logits_profile_predictions_loss: 1194.3456 - logcount_predictions_loss: 0.6008 35/2384 [..............................] - ETA: 20:37 - loss: 1225.4383 - logits_profile_predictions_loss: 1194.0550 - logcount_predictions_loss: 0.6012 36/2384 [..............................] - ETA: 20:37 - loss: 1225.3474 - logits_profile_predictions_loss: 1193.9446 - logcount_predictions_loss: 0.6016 37/2384 [..............................] - ETA: 20:36 - loss: 1225.1305 - logits_profile_predictions_loss: 1193.7101 - logcount_predictions_loss: 0.6019 38/2384 [..............................] - ETA: 20:36 - loss: 1224.9740 - logits_profile_predictions_loss: 1193.5397 - logcount_predictions_loss: 0.6022 39/2384 [..............................] - ETA: 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[===>..........................] - ETA: 17:49 - loss: 1229.9144 - logits_profile_predictions_loss: 1197.8998 - logcount_predictions_loss: 0.6133 356/2384 [===>..........................] - ETA: 17:48 - loss: 1229.9450 - logits_profile_predictions_loss: 1197.9308 - logcount_predictions_loss: 0.6133 357/2384 [===>..........................] - ETA: 17:48 - loss: 1229.9753 - logits_profile_predictions_loss: 1197.9615 - logcount_predictions_loss: 0.6133 358/2384 [===>..........................] - ETA: 17:47 - loss: 1230.0063 - logits_profile_predictions_loss: 1197.9930 - logcount_predictions_loss: 0.6133 359/2384 [===>..........................] - ETA: 17:47 - loss: 1230.0400 - logits_profile_predictions_loss: 1198.0271 - logcount_predictions_loss: 0.6133 360/2384 [===>..........................] - ETA: 17:46 - loss: 1230.0762 - logits_profile_predictions_loss: 1198.0639 - logcount_predictions_loss: 0.6133 361/2384 [===>..........................] - ETA: 17:46 - loss: 1230.1127 - 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logcount_predictions_loss: 0.6131 381/2384 [===>..........................] - ETA: 17:35 - loss: 1230.8466 - logits_profile_predictions_loss: 1198.8457 - logcount_predictions_loss: 0.6130 382/2384 [===>..........................] - ETA: 17:35 - loss: 1230.8828 - logits_profile_predictions_loss: 1198.8826 - logcount_predictions_loss: 0.6130 383/2384 [===>..........................] - ETA: 17:34 - loss: 1230.9192 - logits_profile_predictions_loss: 1198.9198 - logcount_predictions_loss: 0.6130 384/2384 [===>..........................] - ETA: 17:34 - loss: 1230.9561 - logits_profile_predictions_loss: 1198.9574 - logcount_predictions_loss: 0.6130 385/2384 [===>..........................] - ETA: 17:33 - loss: 1230.9922 - logits_profile_predictions_loss: 1198.9941 - logcount_predictions_loss: 0.6130 386/2384 [===>..........................] - ETA: 17:33 - loss: 1231.0303 - logits_profile_predictions_loss: 1199.0329 - logcount_predictions_loss: 0.6130 387/2384 [===>..........................] 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- logcount_predictions_loss: 0.6129 394/2384 [===>..........................] - ETA: 17:28 - loss: 1231.3227 - logits_profile_predictions_loss: 1199.3306 - logcount_predictions_loss: 0.6129 395/2384 [===>..........................] - ETA: 17:28 - loss: 1231.3583 - logits_profile_predictions_loss: 1199.3669 - logcount_predictions_loss: 0.6129 396/2384 [===>..........................] - ETA: 17:27 - loss: 1231.3933 - logits_profile_predictions_loss: 1199.4026 - logcount_predictions_loss: 0.6128 397/2384 [===>..........................] - ETA: 17:27 - loss: 1231.4278 - logits_profile_predictions_loss: 1199.4380 - logcount_predictions_loss: 0.6128 398/2384 [====>.........................] - ETA: 17:26 - loss: 1231.4608 - logits_profile_predictions_loss: 1199.4717 - logcount_predictions_loss: 0.6128 399/2384 [====>.........................] - ETA: 17:26 - loss: 1231.4938 - logits_profile_predictions_loss: 1199.5056 - logcount_predictions_loss: 0.6128 400/2384 [====>.........................] - ETA: 17:25 - loss: 1231.5258 - logits_profile_predictions_loss: 1199.5385 - logcount_predictions_loss: 0.6128 401/2384 [====>.........................] - ETA: 17:25 - loss: 1231.5574 - logits_profile_predictions_loss: 1199.5708 - logcount_predictions_loss: 0.6128 402/2384 [====>.........................] - ETA: 17:24 - loss: 1231.5887 - logits_profile_predictions_loss: 1199.6029 - logcount_predictions_loss: 0.6128 403/2384 [====>.........................] - ETA: 17:24 - loss: 1231.6190 - logits_profile_predictions_loss: 1199.6339 - logcount_predictions_loss: 0.6127 404/2384 [====>.........................] - ETA: 17:23 - loss: 1231.6489 - logits_profile_predictions_loss: 1199.6645 - logcount_predictions_loss: 0.6127 405/2384 [====>.........................] - ETA: 17:23 - loss: 1231.6784 - logits_profile_predictions_loss: 1199.6947 - logcount_predictions_loss: 0.6127 406/2384 [====>.........................] - ETA: 17:22 - loss: 1231.7066 - logits_profile_predictions_loss: 1199.7236 - logcount_predictions_loss: 0.6127 407/2384 [====>.........................] - ETA: 17:22 - loss: 1231.7339 - logits_profile_predictions_loss: 1199.7516 - logcount_predictions_loss: 0.6127 408/2384 [====>.........................] - ETA: 17:21 - loss: 1231.7597 - logits_profile_predictions_loss: 1199.7781 - logcount_predictions_loss: 0.6127 409/2384 [====>.........................] - ETA: 17:20 - loss: 1231.7844 - logits_profile_predictions_loss: 1199.8034 - logcount_predictions_loss: 0.6127 410/2384 [====>.........................] - ETA: 17:20 - loss: 1231.8089 - logits_profile_predictions_loss: 1199.8286 - logcount_predictions_loss: 0.6126 411/2384 [====>.........................] - ETA: 17:19 - loss: 1231.8326 - logits_profile_predictions_loss: 1199.8530 - logcount_predictions_loss: 0.6126 412/2384 [====>.........................] - ETA: 17:19 - loss: 1231.8568 - logits_profile_predictions_loss: 1199.8778 - logcount_predictions_loss: 0.6126 413/2384 [====>.........................] - ETA: 17:18 - loss: 1231.8802 - logits_profile_predictions_loss: 1199.9017 - logcount_predictions_loss: 0.6126 414/2384 [====>.........................] - ETA: 17:18 - loss: 1231.9038 - logits_profile_predictions_loss: 1199.9259 - logcount_predictions_loss: 0.6126 415/2384 [====>.........................] - ETA: 17:17 - loss: 1231.9264 - logits_profile_predictions_loss: 1199.9491 - logcount_predictions_loss: 0.6126 416/2384 [====>.........................] - ETA: 17:17 - loss: 1231.9493 - logits_profile_predictions_loss: 1199.9726 - logcount_predictions_loss: 0.6126 417/2384 [====>.........................] - ETA: 17:16 - loss: 1231.9721 - logits_profile_predictions_loss: 1199.9960 - logcount_predictions_loss: 0.6126 418/2384 [====>.........................] - ETA: 17:16 - loss: 1231.9933 - logits_profile_predictions_loss: 1200.0178 - logcount_predictions_loss: 0.6126 419/2384 [====>.........................] - ETA: 17:15 - loss: 1232.0142 - logits_profile_predictions_loss: 1200.0393 - logcount_predictions_loss: 0.6125 420/2384 [====>.........................] - ETA: 17:15 - loss: 1232.0347 - logits_profile_predictions_loss: 1200.0604 - logcount_predictions_loss: 0.6125 421/2384 [====>.........................] - ETA: 17:14 - loss: 1232.0562 - logits_profile_predictions_loss: 1200.0826 - logcount_predictions_loss: 0.6125 422/2384 [====>.........................] - ETA: 17:14 - loss: 1232.0775 - logits_profile_predictions_loss: 1200.1045 - logcount_predictions_loss: 0.6125 423/2384 [====>.........................] - ETA: 17:13 - loss: 1232.0987 - logits_profile_predictions_loss: 1200.1265 - logcount_predictions_loss: 0.6125 424/2384 [====>.........................] - ETA: 17:13 - loss: 1232.1190 - logits_profile_predictions_loss: 1200.1474 - logcount_predictions_loss: 0.6125 425/2384 [====>.........................] - ETA: 17:12 - loss: 1232.1395 - logits_profile_predictions_loss: 1200.1687 - logcount_predictions_loss: 0.6125 426/2384 [====>.........................] - ETA: 17:12 - loss: 1232.1605 - logits_profile_predictions_loss: 1200.1904 - logcount_predictions_loss: 0.6125 427/2384 [====>.........................] - ETA: 17:11 - loss: 1232.1805 - logits_profile_predictions_loss: 1200.2111 - logcount_predictions_loss: 0.6124 428/2384 [====>.........................] - ETA: 17:10 - loss: 1232.1992 - logits_profile_predictions_loss: 1200.2305 - logcount_predictions_loss: 0.6124 429/2384 [====>.........................] - ETA: 17:10 - loss: 1232.2191 - logits_profile_predictions_loss: 1200.2511 - logcount_predictions_loss: 0.6124 430/2384 [====>.........................] - ETA: 17:09 - loss: 1232.2393 - logits_profile_predictions_loss: 1200.2720 - logcount_predictions_loss: 0.6124 431/2384 [====>.........................] - ETA: 17:09 - loss: 1232.2599 - logits_profile_predictions_loss: 1200.2932 - logcount_predictions_loss: 0.6124 432/2384 [====>.........................] - ETA: 17:08 - loss: 1232.2803 - logits_profile_predictions_loss: 1200.3144 - logcount_predictions_loss: 0.6124 433/2384 [====>.........................] - ETA: 17:08 - loss: 1232.2999 - logits_profile_predictions_loss: 1200.3347 - logcount_predictions_loss: 0.6124 434/2384 [====>.........................] - ETA: 17:07 - loss: 1232.3198 - logits_profile_predictions_loss: 1200.3554 - logcount_predictions_loss: 0.6123 435/2384 [====>.........................] - ETA: 17:07 - loss: 1232.3390 - logits_profile_predictions_loss: 1200.3752 - logcount_predictions_loss: 0.6123 436/2384 [====>.........................] - ETA: 17:06 - loss: 1232.3585 - logits_profile_predictions_loss: 1200.3956 - logcount_predictions_loss: 0.6123 437/2384 [====>.........................] - ETA: 17:06 - loss: 1232.3773 - logits_profile_predictions_loss: 1200.4151 - logcount_predictions_loss: 0.6123 438/2384 [====>.........................] - ETA: 17:05 - loss: 1232.3964 - logits_profile_predictions_loss: 1200.4348 - logcount_predictions_loss: 0.6123 439/2384 [====>.........................] - ETA: 17:05 - loss: 1232.4150 - logits_profile_predictions_loss: 1200.4542 - logcount_predictions_loss: 0.6123 440/2384 [====>.........................] - ETA: 17:04 - loss: 1232.4344 - logits_profile_predictions_loss: 1200.4744 - logcount_predictions_loss: 0.6123 441/2384 [====>.........................] - ETA: 17:04 - loss: 1232.4528 - logits_profile_predictions_loss: 1200.4935 - logcount_predictions_loss: 0.6122 442/2384 [====>.........................] - ETA: 17:03 - loss: 1232.4705 - logits_profile_predictions_loss: 1200.5119 - logcount_predictions_loss: 0.6122 443/2384 [====>.........................] - ETA: 17:03 - loss: 1232.4886 - logits_profile_predictions_loss: 1200.5308 - logcount_predictions_loss: 0.6122 444/2384 [====>.........................] - ETA: 17:02 - loss: 1232.5072 - logits_profile_predictions_loss: 1200.5503 - logcount_predictions_loss: 0.6122 445/2384 [====>.........................] - ETA: 17:02 - loss: 1232.5255 - logits_profile_predictions_loss: 1200.5693 - logcount_predictions_loss: 0.6122 446/2384 [====>.........................] - ETA: 17:01 - loss: 1232.5443 - logits_profile_predictions_loss: 1200.5890 - logcount_predictions_loss: 0.6122 447/2384 [====>.........................] - ETA: 17:00 - loss: 1232.5630 - logits_profile_predictions_loss: 1200.6084 - logcount_predictions_loss: 0.6122 448/2384 [====>.........................] - ETA: 17:00 - loss: 1232.5816 - logits_profile_predictions_loss: 1200.6277 - logcount_predictions_loss: 0.6121 449/2384 [====>.........................] - ETA: 16:59 - loss: 1232.6007 - logits_profile_predictions_loss: 1200.6476 - logcount_predictions_loss: 0.6121 450/2384 [====>.........................] - ETA: 16:59 - loss: 1232.6190 - logits_profile_predictions_loss: 1200.6666 - logcount_predictions_loss: 0.6121 451/2384 [====>.........................] - ETA: 16:58 - loss: 1232.6365 - logits_profile_predictions_loss: 1200.6848 - logcount_predictions_loss: 0.6121 452/2384 [====>.........................] - ETA: 16:58 - loss: 1232.6543 - logits_profile_predictions_loss: 1200.7034 - logcount_predictions_loss: 0.6121 453/2384 [====>.........................] - ETA: 16:57 - loss: 1232.6717 - logits_profile_predictions_loss: 1200.7216 - logcount_predictions_loss: 0.6121 454/2384 [====>.........................] - ETA: 16:57 - loss: 1232.6885 - logits_profile_predictions_loss: 1200.7391 - logcount_predictions_loss: 0.6121 455/2384 [====>.........................] - ETA: 16:56 - loss: 1232.7065 - logits_profile_predictions_loss: 1200.7579 - logcount_predictions_loss: 0.6120 456/2384 [====>.........................] - ETA: 16:56 - loss: 1232.7240 - logits_profile_predictions_loss: 1200.7762 - logcount_predictions_loss: 0.6120 457/2384 [====>.........................] - ETA: 16:55 - loss: 1232.7405 - logits_profile_predictions_loss: 1200.7936 - logcount_predictions_loss: 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logcount_predictions_loss: 0.6162 2350/2384 [============================>.] - ETA: 17s - loss: 1244.5546 - logits_profile_predictions_loss: 1212.3903 - logcount_predictions_loss: 0.6162 2351/2384 [============================>.] - ETA: 17s - loss: 1244.5551 - logits_profile_predictions_loss: 1212.3909 - logcount_predictions_loss: 0.6162 2352/2384 [============================>.] - ETA: 16s - loss: 1244.5556 - logits_profile_predictions_loss: 1212.3914 - logcount_predictions_loss: 0.6162 2353/2384 [============================>.] - ETA: 16s - loss: 1244.5561 - logits_profile_predictions_loss: 1212.3920 - logcount_predictions_loss: 0.6162 2354/2384 [============================>.] - ETA: 15s - loss: 1244.5565 - logits_profile_predictions_loss: 1212.3925 - logcount_predictions_loss: 0.6162 2355/2384 [============================>.] - ETA: 15s - loss: 1244.5570 - logits_profile_predictions_loss: 1212.3930 - logcount_predictions_loss: 0.6162 2356/2384 [============================>.] - 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logcount_predictions_loss: 0.6162 2363/2384 [============================>.] - ETA: 11s - loss: 1244.5602 - logits_profile_predictions_loss: 1212.3966 - logcount_predictions_loss: 0.6162 2364/2384 [============================>.] - ETA: 10s - loss: 1244.5606 - logits_profile_predictions_loss: 1212.3971 - logcount_predictions_loss: 0.6162 2365/2384 [============================>.] - ETA: 10s - loss: 1244.5610 - logits_profile_predictions_loss: 1212.3975 - logcount_predictions_loss: 0.6162 2366/2384 [============================>.] - ETA: 9s - loss: 1244.5615 - logits_profile_predictions_loss: 1212.3980 - logcount_predictions_loss: 0.6162  2367/2384 [============================>.] - ETA: 8s - loss: 1244.5619 - logits_profile_predictions_loss: 1212.3985 - logcount_predictions_loss: 0.6162 2368/2384 [============================>.] - ETA: 8s - loss: 1244.5624 - logits_profile_predictions_loss: 1212.3990 - logcount_predictions_loss: 0.6162 2369/2384 [============================>.] - ETA: 7s - loss: 1244.5629 - logits_profile_predictions_loss: 1212.3995 - logcount_predictions_loss: 0.6162 2370/2384 [============================>.] - ETA: 7s - loss: 1244.5634 - logits_profile_predictions_loss: 1212.4001 - logcount_predictions_loss: 0.6162 2371/2384 [============================>.] - ETA: 6s - loss: 1244.5638 - logits_profile_predictions_loss: 1212.4006 - logcount_predictions_loss: 0.6162 2372/2384 [============================>.] - ETA: 6s - loss: 1244.5643 - logits_profile_predictions_loss: 1212.4011 - logcount_predictions_loss: 0.6162 2373/2384 [============================>.] - ETA: 5s - loss: 1244.5647 - logits_profile_predictions_loss: 1212.4016 - logcount_predictions_loss: 0.6162 2374/2384 [============================>.] - ETA: 5s - loss: 1244.5651 - logits_profile_predictions_loss: 1212.4021 - logcount_predictions_loss: 0.6162 2375/2384 [============================>.] - ETA: 4s - loss: 1244.5655 - logits_profile_predictions_loss: 1212.4025 - logcount_predictions_loss: 0.6162 2376/2384 [============================>.] - ETA: 4s - loss: 1244.5660 - logits_profile_predictions_loss: 1212.4030 - logcount_predictions_loss: 0.6162 2377/2384 [============================>.] - ETA: 3s - loss: 1244.5663 - logits_profile_predictions_loss: 1212.4035 - logcount_predictions_loss: 0.6162 2378/2384 [============================>.] - ETA: 3s - loss: 1244.5667 - logits_profile_predictions_loss: 1212.4039 - logcount_predictions_loss: 0.6162 2379/2384 [============================>.] - ETA: 2s - loss: 1244.5671 - logits_profile_predictions_loss: 1212.4043 - logcount_predictions_loss: 0.6162 2380/2384 [============================>.] - ETA: 2s - loss: 1244.5674 - logits_profile_predictions_loss: 1212.4047 - logcount_predictions_loss: 0.6162 2381/2384 [============================>.] - ETA: 1s - loss: 1244.5678 - logits_profile_predictions_loss: 1212.4051 - logcount_predictions_loss: 0.6161 2382/2384 [============================>.] - ETA: 1s - loss: 1244.5681 - logits_profile_predictions_loss: 1212.4055 - logcount_predictions_loss: 0.6161 2383/2384 [============================>.] - ETA: 0s - loss: 1244.5685 - logits_profile_predictions_loss: 1212.4059 - logcount_predictions_loss: 0.6161 2384/2384 [==============================] - ETA: 0s - loss: 1244.5689 - logits_profile_predictions_loss: 1212.4063 - logcount_predictions_loss: 0.6161 2384/2384 [==============================] - 1316s 552ms/step - loss: 1244.5692 - logits_profile_predictions_loss: 1212.4068 - logcount_predictions_loss: 0.6161 - val_loss: 1462.2502 - val_logits_profile_predictions_loss: 1427.9711 - val_logcount_predictions_loss: 0.6567 Epoch 00006: val_loss improved from 1489.66565 to 1462.25024, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 7/50 1/2384 [..............................] - ETA: 21:58 - loss: 1076.4574 - logits_profile_predictions_loss: 1049.3201 - logcount_predictions_loss: 0.5199 2/2384 [..............................] - ETA: 20:54 - loss: 1125.7847 - logits_profile_predictions_loss: 1097.8057 - logcount_predictions_loss: 0.5360 3/2384 [..............................] - ETA: 21:09 - loss: 1167.8438 - logits_profile_predictions_loss: 1138.9538 - logcount_predictions_loss: 0.5534 4/2384 [..............................] - ETA: 21:03 - loss: 1189.9734 - logits_profile_predictions_loss: 1160.8788 - logcount_predictions_loss: 0.5574 5/2384 [..............................] - ETA: 20:59 - loss: 1194.2065 - logits_profile_predictions_loss: 1165.4478 - logcount_predictions_loss: 0.5509 6/2384 [..............................] - ETA: 20:57 - loss: 1194.7247 - logits_profile_predictions_loss: 1166.1746 - logcount_predictions_loss: 0.5469 7/2384 [..............................] - ETA: 20:55 - loss: 1194.4440 - logits_profile_predictions_loss: 1165.9460 - logcount_predictions_loss: 0.5459 8/2384 [..............................] - ETA: 20:54 - loss: 1196.2667 - logits_profile_predictions_loss: 1167.7681 - logcount_predictions_loss: 0.5460 9/2384 [..............................] - ETA: 20:53 - loss: 1196.0026 - logits_profile_predictions_loss: 1167.4862 - logcount_predictions_loss: 0.5463 10/2384 [..............................] - ETA: 20:52 - loss: 1195.1169 - logits_profile_predictions_loss: 1166.4514 - logcount_predictions_loss: 0.5491 11/2384 [..............................] - ETA: 20:51 - loss: 1194.3205 - logits_profile_predictions_loss: 1165.5728 - logcount_predictions_loss: 0.5507 12/2384 [..............................] - ETA: 20:50 - loss: 1194.3571 - logits_profile_predictions_loss: 1165.5758 - logcount_predictions_loss: 0.5514 13/2384 [..............................] - ETA: 20:49 - loss: 1194.7411 - logits_profile_predictions_loss: 1165.9454 - logcount_predictions_loss: 0.5516 14/2384 [..............................] - ETA: 20:48 - loss: 1194.8015 - logits_profile_predictions_loss: 1166.0033 - logcount_predictions_loss: 0.5517 15/2384 [..............................] - ETA: 20:48 - loss: 1195.3663 - logits_profile_predictions_loss: 1166.5728 - logcount_predictions_loss: 0.5516 16/2384 [..............................] - ETA: 20:47 - loss: 1195.4493 - logits_profile_predictions_loss: 1166.6929 - logcount_predictions_loss: 0.5509 17/2384 [..............................] - ETA: 20:46 - loss: 1196.0399 - logits_profile_predictions_loss: 1167.2824 - logcount_predictions_loss: 0.5509 18/2384 [..............................] - ETA: 20:46 - loss: 1197.2445 - logits_profile_predictions_loss: 1168.4672 - logcount_predictions_loss: 0.5513 19/2384 [..............................] - ETA: 20:45 - loss: 1198.2514 - logits_profile_predictions_loss: 1169.3892 - logcount_predictions_loss: 0.5529 20/2384 [..............................] - ETA: 20:44 - loss: 1199.4462 - logits_profile_predictions_loss: 1170.5278 - logcount_predictions_loss: 0.5540 21/2384 [..............................] - ETA: 20:44 - loss: 1200.9894 - logits_profile_predictions_loss: 1172.0306 - logcount_predictions_loss: 0.5548 22/2384 [..............................] - ETA: 20:43 - loss: 1202.6483 - logits_profile_predictions_loss: 1173.6472 - logcount_predictions_loss: 0.5556 23/2384 [..............................] - ETA: 20:43 - loss: 1204.3444 - logits_profile_predictions_loss: 1175.2805 - logcount_predictions_loss: 0.5568 24/2384 [..............................] - ETA: 20:42 - loss: 1206.2122 - logits_profile_predictions_loss: 1177.0885 - logcount_predictions_loss: 0.5579 25/2384 [..............................] - ETA: 20:41 - loss: 1208.0113 - logits_profile_predictions_loss: 1178.8217 - logcount_predictions_loss: 0.5592 26/2384 [..............................] - ETA: 20:41 - loss: 1209.7476 - logits_profile_predictions_loss: 1180.4986 - logcount_predictions_loss: 0.5603 27/2384 [..............................] - ETA: 20:40 - loss: 1211.1890 - logits_profile_predictions_loss: 1181.8715 - logcount_predictions_loss: 0.5616 28/2384 [..............................] - ETA: 20:40 - loss: 1212.6277 - logits_profile_predictions_loss: 1183.2465 - logcount_predictions_loss: 0.5629 29/2384 [..............................] - ETA: 20:39 - loss: 1213.8410 - logits_profile_predictions_loss: 1184.4107 - logcount_predictions_loss: 0.5638 30/2384 [..............................] - ETA: 20:39 - loss: 1214.7757 - logits_profile_predictions_loss: 1185.3062 - logcount_predictions_loss: 0.5646 31/2384 [..............................] - ETA: 20:38 - loss: 1215.8758 - logits_profile_predictions_loss: 1186.3573 - logcount_predictions_loss: 0.5655 32/2384 [..............................] - ETA: 20:37 - loss: 1217.0323 - logits_profile_predictions_loss: 1187.4637 - logcount_predictions_loss: 0.5665 33/2384 [..............................] - ETA: 20:37 - loss: 1218.1026 - logits_profile_predictions_loss: 1188.4843 - logcount_predictions_loss: 0.5674 34/2384 [..............................] - ETA: 20:36 - loss: 1219.1323 - logits_profile_predictions_loss: 1189.4733 - logcount_predictions_loss: 0.5682 35/2384 [..............................] - ETA: 20:36 - loss: 1220.1304 - logits_profile_predictions_loss: 1190.4243 - logcount_predictions_loss: 0.5691 36/2384 [..............................] - ETA: 20:35 - loss: 1221.0482 - logits_profile_predictions_loss: 1191.3013 - logcount_predictions_loss: 0.5699 37/2384 [..............................] - ETA: 20:35 - loss: 1221.9692 - logits_profile_predictions_loss: 1192.1832 - logcount_predictions_loss: 0.5706 38/2384 [..............................] - ETA: 20:34 - loss: 1222.8198 - logits_profile_predictions_loss: 1192.9947 - logcount_predictions_loss: 0.5714 39/2384 [..............................] - ETA: 20:34 - loss: 1223.6603 - logits_profile_predictions_loss: 1193.7976 - logcount_predictions_loss: 0.5721 40/2384 [..............................] - ETA: 20:33 - loss: 1224.4638 - logits_profile_predictions_loss: 1194.5655 - logcount_predictions_loss: 0.5728 41/2384 [..............................] - ETA: 20:32 - loss: 1225.1940 - logits_profile_predictions_loss: 1195.2620 - logcount_predictions_loss: 0.5734 42/2384 [..............................] - ETA: 20:32 - loss: 1225.9318 - logits_profile_predictions_loss: 1195.9652 - logcount_predictions_loss: 0.5741 43/2384 [..............................] - ETA: 20:31 - loss: 1226.6330 - logits_profile_predictions_loss: 1196.6334 - logcount_predictions_loss: 0.5747 44/2384 [..............................] - ETA: 20:31 - loss: 1227.2940 - logits_profile_predictions_loss: 1197.2618 - logcount_predictions_loss: 0.5753 45/2384 [..............................] - ETA: 20:30 - loss: 1227.9899 - logits_profile_predictions_loss: 1197.9210 - logcount_predictions_loss: 0.5760 46/2384 [..............................] - ETA: 20:30 - loss: 1228.7037 - logits_profile_predictions_loss: 1198.6043 - logcount_predictions_loss: 0.5766 47/2384 [..............................] - ETA: 20:29 - loss: 1229.4582 - logits_profile_predictions_loss: 1199.3280 - logcount_predictions_loss: 0.5772 48/2384 [..............................] - ETA: 20:29 - loss: 1230.1101 - logits_profile_predictions_loss: 1199.9461 - logcount_predictions_loss: 0.5779 49/2384 [..............................] - ETA: 20:28 - loss: 1230.7192 - logits_profile_predictions_loss: 1200.5260 - logcount_predictions_loss: 0.5784 50/2384 [..............................] - ETA: 20:28 - loss: 1231.3158 - logits_profile_predictions_loss: 1201.0954 - logcount_predictions_loss: 0.5789 51/2384 [..............................] - ETA: 20:27 - loss: 1231.8397 - logits_profile_predictions_loss: 1201.5914 - logcount_predictions_loss: 0.5795 52/2384 [..............................] - ETA: 20:27 - loss: 1232.3363 - logits_profile_predictions_loss: 1202.0582 - logcount_predictions_loss: 0.5800 53/2384 [..............................] - ETA: 20:26 - loss: 1232.8171 - logits_profile_predictions_loss: 1202.5123 - logcount_predictions_loss: 0.5806 54/2384 [..............................] - ETA: 20:26 - loss: 1233.2922 - logits_profile_predictions_loss: 1202.9609 - logcount_predictions_loss: 0.5811 55/2384 [..............................] - ETA: 20:25 - loss: 1233.7200 - logits_profile_predictions_loss: 1203.3608 - logcount_predictions_loss: 0.5816 56/2384 [..............................] - ETA: 20:25 - loss: 1234.2144 - logits_profile_predictions_loss: 1203.8271 - logcount_predictions_loss: 0.5821 57/2384 [..............................] - ETA: 20:24 - loss: 1234.6101 - logits_profile_predictions_loss: 1204.1973 - logcount_predictions_loss: 0.5826 58/2384 [..............................] - ETA: 20:24 - loss: 1235.0110 - logits_profile_predictions_loss: 1204.5720 - logcount_predictions_loss: 0.5831 59/2384 [..............................] - ETA: 20:23 - loss: 1235.4241 - logits_profile_predictions_loss: 1204.9571 - logcount_predictions_loss: 0.5837 60/2384 [..............................] - ETA: 20:23 - loss: 1235.8153 - logits_profile_predictions_loss: 1205.3225 - logcount_predictions_loss: 0.5842 61/2384 [..............................] - ETA: 20:22 - loss: 1236.1844 - logits_profile_predictions_loss: 1205.6691 - logcount_predictions_loss: 0.5846 62/2384 [..............................] - ETA: 20:22 - loss: 1236.5258 - logits_profile_predictions_loss: 1205.9919 - logcount_predictions_loss: 0.5849 63/2384 [..............................] - ETA: 20:21 - loss: 1236.8592 - logits_profile_predictions_loss: 1206.3079 - logcount_predictions_loss: 0.5853 64/2384 [..............................] - ETA: 20:21 - loss: 1237.1614 - logits_profile_predictions_loss: 1206.5931 - logcount_predictions_loss: 0.5856 65/2384 [..............................] - ETA: 20:20 - loss: 1237.4109 - logits_profile_predictions_loss: 1206.8264 - logcount_predictions_loss: 0.5859 66/2384 [..............................] - ETA: 20:20 - loss: 1237.6168 - logits_profile_predictions_loss: 1207.0170 - logcount_predictions_loss: 0.5862 67/2384 [..............................] - ETA: 20:19 - loss: 1237.8200 - logits_profile_predictions_loss: 1207.2059 - logcount_predictions_loss: 0.5865 68/2384 [..............................] - ETA: 20:19 - loss: 1238.0241 - logits_profile_predictions_loss: 1207.3971 - logcount_predictions_loss: 0.5867 69/2384 [..............................] - ETA: 20:18 - loss: 1238.1829 - logits_profile_predictions_loss: 1207.5451 - logcount_predictions_loss: 0.5869 70/2384 [..............................] - ETA: 20:17 - loss: 1238.2969 - logits_profile_predictions_loss: 1207.6483 - logcount_predictions_loss: 0.5871 71/2384 [..............................] - ETA: 20:17 - loss: 1238.4186 - logits_profile_predictions_loss: 1207.7583 - logcount_predictions_loss: 0.5874 72/2384 [..............................] - ETA: 20:16 - loss: 1238.5616 - logits_profile_predictions_loss: 1207.8897 - logcount_predictions_loss: 0.5876 73/2384 [..............................] - ETA: 20:16 - loss: 1238.7195 - logits_profile_predictions_loss: 1208.0361 - logcount_predictions_loss: 0.5878 74/2384 [..............................] - ETA: 20:15 - loss: 1238.8632 - logits_profile_predictions_loss: 1208.1689 - logcount_predictions_loss: 0.5880 75/2384 [..............................] - ETA: 20:15 - loss: 1238.9840 - logits_profile_predictions_loss: 1208.2802 - logcount_predictions_loss: 0.5882 76/2384 [..............................] - ETA: 20:14 - loss: 1239.0949 - logits_profile_predictions_loss: 1208.3827 - logcount_predictions_loss: 0.5884 77/2384 [..............................] - ETA: 20:14 - loss: 1239.2089 - logits_profile_predictions_loss: 1208.4883 - logcount_predictions_loss: 0.5885 78/2384 [..............................] - ETA: 20:13 - loss: 1239.2810 - logits_profile_predictions_loss: 1208.5514 - logcount_predictions_loss: 0.5887 79/2384 [..............................] - ETA: 20:13 - loss: 1239.3522 - logits_profile_predictions_loss: 1208.6144 - 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- ETA: 17:10 - loss: 1235.6274 - logits_profile_predictions_loss: 1205.1651 - logcount_predictions_loss: 0.5836 428/2384 [====>.........................] - ETA: 17:09 - loss: 1235.6228 - logits_profile_predictions_loss: 1205.1609 - logcount_predictions_loss: 0.5836 429/2384 [====>.........................] - ETA: 17:09 - loss: 1235.6193 - logits_profile_predictions_loss: 1205.1577 - logcount_predictions_loss: 0.5836 430/2384 [====>.........................] - ETA: 17:08 - loss: 1235.6160 - logits_profile_predictions_loss: 1205.1545 - logcount_predictions_loss: 0.5835 431/2384 [====>.........................] - ETA: 17:08 - loss: 1235.6126 - logits_profile_predictions_loss: 1205.1512 - logcount_predictions_loss: 0.5835 432/2384 [====>.........................] - ETA: 17:07 - loss: 1235.6105 - logits_profile_predictions_loss: 1205.1491 - logcount_predictions_loss: 0.5835 433/2384 [====>.........................] - ETA: 17:07 - loss: 1235.6089 - logits_profile_predictions_loss: 1205.1475 - logcount_predictions_loss: 0.5835 434/2384 [====>.........................] - ETA: 17:06 - loss: 1235.6086 - logits_profile_predictions_loss: 1205.1472 - logcount_predictions_loss: 0.5835 435/2384 [====>.........................] - ETA: 17:06 - loss: 1235.6075 - logits_profile_predictions_loss: 1205.1461 - logcount_predictions_loss: 0.5835 436/2384 [====>.........................] - ETA: 17:05 - loss: 1235.6057 - logits_profile_predictions_loss: 1205.1442 - logcount_predictions_loss: 0.5835 437/2384 [====>.........................] - ETA: 17:05 - loss: 1235.6038 - logits_profile_predictions_loss: 1205.1422 - logcount_predictions_loss: 0.5836 438/2384 [====>.........................] - ETA: 17:04 - loss: 1235.6019 - logits_profile_predictions_loss: 1205.1402 - logcount_predictions_loss: 0.5836 439/2384 [====>.........................] - ETA: 17:03 - loss: 1235.5998 - logits_profile_predictions_loss: 1205.1379 - logcount_predictions_loss: 0.5836 440/2384 [====>.........................] - ETA: 17:03 - loss: 1235.5980 - logits_profile_predictions_loss: 1205.1359 - logcount_predictions_loss: 0.5836 441/2384 [====>.........................] - ETA: 17:02 - loss: 1235.5970 - logits_profile_predictions_loss: 1205.1347 - logcount_predictions_loss: 0.5836 442/2384 [====>.........................] - ETA: 17:02 - loss: 1235.5964 - logits_profile_predictions_loss: 1205.1339 - logcount_predictions_loss: 0.5836 443/2384 [====>.........................] - ETA: 17:01 - loss: 1235.5962 - logits_profile_predictions_loss: 1205.1334 - logcount_predictions_loss: 0.5836 444/2384 [====>.........................] - ETA: 17:01 - loss: 1235.5957 - logits_profile_predictions_loss: 1205.1327 - logcount_predictions_loss: 0.5836 445/2384 [====>.........................] - ETA: 17:00 - loss: 1235.5954 - logits_profile_predictions_loss: 1205.1320 - logcount_predictions_loss: 0.5836 446/2384 [====>.........................] - ETA: 17:00 - loss: 1235.5959 - 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logcount_predictions_loss: 0.5837 466/2384 [====>.........................] - ETA: 16:49 - loss: 1235.5908 - logits_profile_predictions_loss: 1205.1206 - logcount_predictions_loss: 0.5837 467/2384 [====>.........................] - ETA: 16:49 - loss: 1235.5893 - logits_profile_predictions_loss: 1205.1189 - logcount_predictions_loss: 0.5837 468/2384 [====>.........................] - ETA: 16:48 - loss: 1235.5880 - logits_profile_predictions_loss: 1205.1174 - logcount_predictions_loss: 0.5837 469/2384 [====>.........................] - ETA: 16:48 - loss: 1235.5869 - logits_profile_predictions_loss: 1205.1160 - logcount_predictions_loss: 0.5837 470/2384 [====>.........................] - ETA: 16:47 - loss: 1235.5856 - logits_profile_predictions_loss: 1205.1145 - logcount_predictions_loss: 0.5837 471/2384 [====>.........................] - ETA: 16:47 - loss: 1235.5838 - logits_profile_predictions_loss: 1205.1125 - logcount_predictions_loss: 0.5837 472/2384 [====>.........................] 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loss: 1235.9905 - logits_profile_predictions_loss: 1205.4416 - logcount_predictions_loss: 0.5852 2378/2384 [============================>.] - ETA: 3s - loss: 1235.9904 - logits_profile_predictions_loss: 1205.4415 - logcount_predictions_loss: 0.5852 2379/2384 [============================>.] - ETA: 2s - loss: 1235.9904 - logits_profile_predictions_loss: 1205.4414 - logcount_predictions_loss: 0.5852 2380/2384 [============================>.] - ETA: 2s - loss: 1235.9905 - logits_profile_predictions_loss: 1205.4414 - logcount_predictions_loss: 0.5852 2381/2384 [============================>.] - ETA: 1s - loss: 1235.9905 - logits_profile_predictions_loss: 1205.4414 - logcount_predictions_loss: 0.5852 2382/2384 [============================>.] - ETA: 1s - loss: 1235.9907 - logits_profile_predictions_loss: 1205.4415 - logcount_predictions_loss: 0.5852 2383/2384 [============================>.] - ETA: 0s - loss: 1235.9908 - logits_profile_predictions_loss: 1205.4415 - logcount_predictions_loss: 0.5852 2384/2384 [==============================] - ETA: 0s - loss: 1235.9910 - logits_profile_predictions_loss: 1205.4416 - logcount_predictions_loss: 0.5852 2384/2384 [==============================] - 1314s 551ms/step - loss: 1235.9911 - logits_profile_predictions_loss: 1205.4417 - logcount_predictions_loss: 0.5852 - val_loss: 1500.0465 - val_logits_profile_predictions_loss: 1463.9365 - val_logcount_predictions_loss: 0.6918 Epoch 00007: val_loss did not improve from 1462.25024 Epoch 8/50 1/2384 [..............................] - ETA: 21:46 - loss: 1131.5670 - logits_profile_predictions_loss: 1103.5664 - logcount_predictions_loss: 0.5364 2/2384 [..............................] - ETA: 20:52 - loss: 1171.3798 - logits_profile_predictions_loss: 1141.4009 - logcount_predictions_loss: 0.5743 3/2384 [..............................] - ETA: 20:52 - loss: 1192.3659 - logits_profile_predictions_loss: 1162.0642 - logcount_predictions_loss: 0.5805 4/2384 [..............................] - ETA: 20:50 - loss: 1195.8320 - logits_profile_predictions_loss: 1165.3354 - logcount_predictions_loss: 0.5842 5/2384 [..............................] - ETA: 20:50 - loss: 1204.3905 - logits_profile_predictions_loss: 1173.9280 - logcount_predictions_loss: 0.5836 6/2384 [..............................] - ETA: 20:49 - loss: 1207.1411 - logits_profile_predictions_loss: 1176.4864 - logcount_predictions_loss: 0.5873 7/2384 [..............................] - ETA: 20:49 - loss: 1210.7947 - logits_profile_predictions_loss: 1179.9180 - logcount_predictions_loss: 0.5915 8/2384 [..............................] - ETA: 20:48 - loss: 1217.2370 - logits_profile_predictions_loss: 1186.2015 - logcount_predictions_loss: 0.5945 9/2384 [..............................] - ETA: 20:48 - loss: 1221.0607 - logits_profile_predictions_loss: 1189.8661 - logcount_predictions_loss: 0.5976 10/2384 [..............................] - ETA: 20:47 - loss: 1222.2849 - logits_profile_predictions_loss: 1190.9558 - logcount_predictions_loss: 0.6002 11/2384 [..............................] - ETA: 20:47 - loss: 1222.5582 - logits_profile_predictions_loss: 1191.0636 - logcount_predictions_loss: 0.6033 12/2384 [..............................] - ETA: 20:46 - loss: 1222.5999 - logits_profile_predictions_loss: 1191.0538 - logcount_predictions_loss: 0.6043 13/2384 [..............................] - ETA: 20:46 - loss: 1222.1816 - logits_profile_predictions_loss: 1190.6462 - logcount_predictions_loss: 0.6041 14/2384 [..............................] - ETA: 20:45 - loss: 1222.8261 - logits_profile_predictions_loss: 1191.3005 - logcount_predictions_loss: 0.6039 15/2384 [..............................] - ETA: 20:44 - loss: 1223.4207 - logits_profile_predictions_loss: 1191.9267 - logcount_predictions_loss: 0.6033 16/2384 [..............................] - ETA: 20:44 - loss: 1223.3510 - logits_profile_predictions_loss: 1191.9105 - logcount_predictions_loss: 0.6023 17/2384 [..............................] - ETA: 20:43 - loss: 1222.9345 - logits_profile_predictions_loss: 1191.5103 - logcount_predictions_loss: 0.6020 18/2384 [..............................] - ETA: 20:43 - loss: 1222.3389 - logits_profile_predictions_loss: 1190.9459 - logcount_predictions_loss: 0.6014 19/2384 [..............................] - ETA: 20:42 - loss: 1221.8295 - logits_profile_predictions_loss: 1190.4775 - logcount_predictions_loss: 0.6006 20/2384 [..............................] - ETA: 20:42 - loss: 1221.5125 - logits_profile_predictions_loss: 1190.2081 - logcount_predictions_loss: 0.5997 21/2384 [..............................] - ETA: 20:41 - loss: 1221.1173 - logits_profile_predictions_loss: 1189.8476 - logcount_predictions_loss: 0.5990 22/2384 [..............................] - ETA: 20:41 - loss: 1220.5271 - logits_profile_predictions_loss: 1189.2975 - logcount_predictions_loss: 0.5983 23/2384 [..............................] - ETA: 20:40 - loss: 1220.3310 - logits_profile_predictions_loss: 1189.1357 - logcount_predictions_loss: 0.5976 24/2384 [..............................] - ETA: 20:40 - loss: 1220.2070 - logits_profile_predictions_loss: 1189.0442 - logcount_predictions_loss: 0.5970 25/2384 [..............................] - ETA: 20:39 - loss: 1219.8664 - logits_profile_predictions_loss: 1188.7476 - logcount_predictions_loss: 0.5961 26/2384 [..............................] - ETA: 20:39 - loss: 1219.5191 - logits_profile_predictions_loss: 1188.4485 - logcount_predictions_loss: 0.5952 27/2384 [..............................] - ETA: 20:38 - loss: 1219.3617 - logits_profile_predictions_loss: 1188.3312 - logcount_predictions_loss: 0.5945 28/2384 [..............................] - ETA: 20:38 - loss: 1219.1114 - logits_profile_predictions_loss: 1188.1263 - logcount_predictions_loss: 0.5936 29/2384 [..............................] - ETA: 20:37 - loss: 1218.7604 - logits_profile_predictions_loss: 1187.8250 - logcount_predictions_loss: 0.5926 30/2384 [..............................] - ETA: 20:37 - loss: 1218.4361 - logits_profile_predictions_loss: 1187.5583 - logcount_predictions_loss: 0.5915 31/2384 [..............................] - ETA: 20:36 - loss: 1218.1164 - logits_profile_predictions_loss: 1187.2977 - logcount_predictions_loss: 0.5904 32/2384 [..............................] - ETA: 20:36 - loss: 1217.9178 - logits_profile_predictions_loss: 1187.1523 - logcount_predictions_loss: 0.5894 33/2384 [..............................] - ETA: 20:35 - loss: 1217.7011 - logits_profile_predictions_loss: 1186.9807 - logcount_predictions_loss: 0.5885 34/2384 [..............................] - ETA: 20:35 - loss: 1217.5507 - logits_profile_predictions_loss: 1186.8688 - logcount_predictions_loss: 0.5878 35/2384 [..............................] - ETA: 20:34 - loss: 1217.2882 - logits_profile_predictions_loss: 1186.6376 - logcount_predictions_loss: 0.5872 36/2384 [..............................] - ETA: 20:34 - loss: 1216.9816 - logits_profile_predictions_loss: 1186.3659 - logcount_predictions_loss: 0.5865 37/2384 [..............................] - ETA: 20:34 - loss: 1216.7282 - logits_profile_predictions_loss: 1186.1451 - logcount_predictions_loss: 0.5859 38/2384 [..............................] - ETA: 20:33 - loss: 1216.6287 - logits_profile_predictions_loss: 1186.0784 - logcount_predictions_loss: 0.5853 39/2384 [..............................] - ETA: 20:33 - loss: 1216.4725 - logits_profile_predictions_loss: 1185.9516 - logcount_predictions_loss: 0.5847 40/2384 [..............................] - ETA: 20:32 - loss: 1216.2495 - logits_profile_predictions_loss: 1185.7581 - logcount_predictions_loss: 0.5841 41/2384 [..............................] - ETA: 20:32 - loss: 1216.0437 - logits_profile_predictions_loss: 1185.5812 - logcount_predictions_loss: 0.5836 42/2384 [..............................] - ETA: 20:31 - loss: 1215.8170 - logits_profile_predictions_loss: 1185.3830 - logcount_predictions_loss: 0.5830 43/2384 [..............................] - ETA: 20:31 - loss: 1215.5817 - logits_profile_predictions_loss: 1185.1763 - logcount_predictions_loss: 0.5825 44/2384 [..............................] - ETA: 20:30 - loss: 1215.4177 - logits_profile_predictions_loss: 1185.0402 - logcount_predictions_loss: 0.5819 45/2384 [..............................] - ETA: 20:30 - loss: 1215.3350 - logits_profile_predictions_loss: 1184.9836 - logcount_predictions_loss: 0.5814 46/2384 [..............................] - ETA: 20:29 - loss: 1215.2241 - logits_profile_predictions_loss: 1184.8978 - logcount_predictions_loss: 0.5810 47/2384 [..............................] - ETA: 20:28 - loss: 1215.1210 - logits_profile_predictions_loss: 1184.8202 - logcount_predictions_loss: 0.5805 48/2384 [..............................] - ETA: 20:28 - loss: 1215.0564 - logits_profile_predictions_loss: 1184.7825 - logcount_predictions_loss: 0.5800 49/2384 [..............................] - ETA: 20:27 - loss: 1214.9171 - logits_profile_predictions_loss: 1184.6693 - logcount_predictions_loss: 0.5795 50/2384 [..............................] - ETA: 20:27 - loss: 1214.8442 - logits_profile_predictions_loss: 1184.6201 - logcount_predictions_loss: 0.5790 51/2384 [..............................] - ETA: 20:26 - loss: 1214.7607 - logits_profile_predictions_loss: 1184.5584 - logcount_predictions_loss: 0.5786 52/2384 [..............................] - ETA: 20:26 - loss: 1214.6723 - logits_profile_predictions_loss: 1184.4917 - logcount_predictions_loss: 0.5782 53/2384 [..............................] - ETA: 20:25 - loss: 1214.6035 - logits_profile_predictions_loss: 1184.4442 - logcount_predictions_loss: 0.5778 54/2384 [..............................] - ETA: 20:25 - loss: 1214.4522 - logits_profile_predictions_loss: 1184.3161 - logcount_predictions_loss: 0.5773 55/2384 [..............................] - ETA: 20:24 - loss: 1214.3464 - logits_profile_predictions_loss: 1184.2351 - logcount_predictions_loss: 0.5768 56/2384 [..............................] - ETA: 20:24 - loss: 1214.2090 - logits_profile_predictions_loss: 1184.1203 - logcount_predictions_loss: 0.5764 57/2384 [..............................] - ETA: 20:23 - loss: 1214.0126 - logits_profile_predictions_loss: 1183.9465 - logcount_predictions_loss: 0.5760 58/2384 [..............................] - ETA: 20:23 - loss: 1213.8690 - logits_profile_predictions_loss: 1183.8244 - logcount_predictions_loss: 0.5756 59/2384 [..............................] - ETA: 20:22 - loss: 1213.7795 - logits_profile_predictions_loss: 1183.7525 - logcount_predictions_loss: 0.5752 60/2384 [..............................] - ETA: 20:22 - loss: 1213.7104 - logits_profile_predictions_loss: 1183.6979 - logcount_predictions_loss: 0.5749 61/2384 [..............................] - ETA: 20:21 - loss: 1213.6846 - logits_profile_predictions_loss: 1183.6861 - logcount_predictions_loss: 0.5747 62/2384 [..............................] - ETA: 20:20 - loss: 1213.7180 - logits_profile_predictions_loss: 1183.7277 - logcount_predictions_loss: 0.5745 63/2384 [..............................] - ETA: 20:20 - loss: 1213.7727 - logits_profile_predictions_loss: 1183.7930 - logcount_predictions_loss: 0.5743 64/2384 [..............................] - ETA: 20:19 - loss: 1213.8016 - logits_profile_predictions_loss: 1183.8333 - logcount_predictions_loss: 0.5741 65/2384 [..............................] - ETA: 20:19 - loss: 1213.7663 - logits_profile_predictions_loss: 1183.8099 - logcount_predictions_loss: 0.5739 66/2384 [..............................] - ETA: 20:18 - loss: 1213.7216 - logits_profile_predictions_loss: 1183.7775 - logcount_predictions_loss: 0.5736 67/2384 [..............................] - ETA: 20:18 - loss: 1213.6836 - logits_profile_predictions_loss: 1183.7510 - logcount_predictions_loss: 0.5734 68/2384 [..............................] - ETA: 20:17 - loss: 1213.6204 - logits_profile_predictions_loss: 1183.6994 - logcount_predictions_loss: 0.5732 69/2384 [..............................] - ETA: 20:17 - loss: 1213.5795 - logits_profile_predictions_loss: 1183.6685 - logcount_predictions_loss: 0.5730 70/2384 [..............................] - ETA: 20:16 - loss: 1213.5530 - logits_profile_predictions_loss: 1183.6523 - logcount_predictions_loss: 0.5728 71/2384 [..............................] - ETA: 20:16 - loss: 1213.5546 - logits_profile_predictions_loss: 1183.6624 - logcount_predictions_loss: 0.5726 72/2384 [..............................] - ETA: 20:15 - loss: 1213.5074 - logits_profile_predictions_loss: 1183.6219 - logcount_predictions_loss: 0.5725 73/2384 [..............................] - ETA: 20:15 - loss: 1213.4486 - logits_profile_predictions_loss: 1183.5706 - logcount_predictions_loss: 0.5724 74/2384 [..............................] - ETA: 20:14 - loss: 1213.3735 - logits_profile_predictions_loss: 1183.5031 - logcount_predictions_loss: 0.5722 75/2384 [..............................] - ETA: 20:13 - loss: 1213.2644 - logits_profile_predictions_loss: 1183.4015 - logcount_predictions_loss: 0.5721 76/2384 [..............................] - ETA: 20:13 - loss: 1213.1391 - logits_profile_predictions_loss: 1183.2829 - logcount_predictions_loss: 0.5720 77/2384 [..............................] - ETA: 20:12 - loss: 1213.0695 - logits_profile_predictions_loss: 1183.2170 - logcount_predictions_loss: 0.5719 78/2384 [..............................] - ETA: 20:12 - loss: 1213.0063 - logits_profile_predictions_loss: 1183.1577 - logcount_predictions_loss: 0.5718 79/2384 [..............................] - ETA: 20:11 - loss: 1212.9350 - logits_profile_predictions_loss: 1183.0877 - logcount_predictions_loss: 0.5718 80/2384 [>.............................] - ETA: 20:11 - loss: 1212.8299 - logits_profile_predictions_loss: 1182.9855 - logcount_predictions_loss: 0.5717 81/2384 [>.............................] - ETA: 20:10 - loss: 1212.7202 - logits_profile_predictions_loss: 1182.8785 - logcount_predictions_loss: 0.5717 82/2384 [>.............................] - ETA: 20:10 - loss: 1212.6116 - logits_profile_predictions_loss: 1182.7731 - logcount_predictions_loss: 0.5716 83/2384 [>.............................] - ETA: 20:09 - loss: 1212.5136 - logits_profile_predictions_loss: 1182.6790 - logcount_predictions_loss: 0.5715 84/2384 [>.............................] - ETA: 20:09 - loss: 1212.4020 - logits_profile_predictions_loss: 1182.5722 - logcount_predictions_loss: 0.5714 85/2384 [>.............................] - ETA: 20:08 - loss: 1212.3029 - logits_profile_predictions_loss: 1182.4786 - logcount_predictions_loss: 0.5713 86/2384 [>.............................] - ETA: 20:08 - loss: 1212.1863 - logits_profile_predictions_loss: 1182.3682 - logcount_predictions_loss: 0.5712 87/2384 [>.............................] - ETA: 20:07 - loss: 1212.0545 - logits_profile_predictions_loss: 1182.2435 - logcount_predictions_loss: 0.5711 88/2384 [>.............................] - ETA: 20:06 - loss: 1211.9118 - logits_profile_predictions_loss: 1182.1082 - logcount_predictions_loss: 0.5709 89/2384 [>.............................] - ETA: 20:06 - loss: 1211.7758 - logits_profile_predictions_loss: 1181.9794 - logcount_predictions_loss: 0.5708 90/2384 [>.............................] - ETA: 20:05 - loss: 1211.6512 - logits_profile_predictions_loss: 1181.8622 - logcount_predictions_loss: 0.5707 91/2384 [>.............................] - ETA: 20:05 - loss: 1211.5269 - logits_profile_predictions_loss: 1181.7462 - logcount_predictions_loss: 0.5705 92/2384 [>.............................] - ETA: 20:04 - loss: 1211.4322 - logits_profile_predictions_loss: 1181.6591 - logcount_predictions_loss: 0.5704 93/2384 [>.............................] - ETA: 20:04 - loss: 1211.3435 - logits_profile_predictions_loss: 1181.5779 - logcount_predictions_loss: 0.5702 94/2384 [>.............................] - ETA: 20:03 - loss: 1211.2568 - logits_profile_predictions_loss: 1181.4982 - logcount_predictions_loss: 0.5701 95/2384 [>.............................] - ETA: 20:03 - loss: 1211.1567 - logits_profile_predictions_loss: 1181.4057 - logcount_predictions_loss: 0.5699 96/2384 [>.............................] - ETA: 20:02 - loss: 1211.0612 - logits_profile_predictions_loss: 1181.3181 - logcount_predictions_loss: 0.5698 97/2384 [>.............................] - ETA: 20:02 - loss: 1210.9572 - logits_profile_predictions_loss: 1181.2224 - logcount_predictions_loss: 0.5696 98/2384 [>.............................] - ETA: 20:01 - loss: 1210.8612 - logits_profile_predictions_loss: 1181.1335 - logcount_predictions_loss: 0.5695 99/2384 [>.............................] - ETA: 20:01 - loss: 1210.7522 - logits_profile_predictions_loss: 1181.0316 - logcount_predictions_loss: 0.5694 100/2384 [>.............................] - ETA: 20:00 - loss: 1210.6670 - logits_profile_predictions_loss: 1180.9533 - logcount_predictions_loss: 0.5692 101/2384 [>.............................] - ETA: 20:00 - loss: 1210.5880 - logits_profile_predictions_loss: 1180.8812 - logcount_predictions_loss: 0.5691 102/2384 [>.............................] - ETA: 19:59 - loss: 1210.5010 - logits_profile_predictions_loss: 1180.7998 - logcount_predictions_loss: 0.5690 103/2384 [>.............................] - ETA: 19:59 - loss: 1210.4180 - logits_profile_predictions_loss: 1180.7215 - logcount_predictions_loss: 0.5689 104/2384 [>.............................] - ETA: 19:58 - loss: 1210.3616 - logits_profile_predictions_loss: 1180.6694 - logcount_predictions_loss: 0.5688 105/2384 [>.............................] - ETA: 19:58 - loss: 1210.3184 - logits_profile_predictions_loss: 1180.6308 - logcount_predictions_loss: 0.5687 106/2384 [>.............................] - ETA: 19:57 - loss: 1210.2901 - logits_profile_predictions_loss: 1180.6072 - logcount_predictions_loss: 0.5686 107/2384 [>.............................] - ETA: 19:57 - loss: 1210.2722 - logits_profile_predictions_loss: 1180.5934 - logcount_predictions_loss: 0.5686 108/2384 [>.............................] - ETA: 19:56 - loss: 1210.2702 - logits_profile_predictions_loss: 1180.5939 - logcount_predictions_loss: 0.5685 109/2384 [>.............................] - ETA: 19:55 - loss: 1210.2832 - logits_profile_predictions_loss: 1180.6095 - logcount_predictions_loss: 0.5685 110/2384 [>.............................] - ETA: 19:55 - loss: 1210.3073 - logits_profile_predictions_loss: 1180.6365 - logcount_predictions_loss: 0.5684 111/2384 [>.............................] - ETA: 19:54 - loss: 1210.3220 - logits_profile_predictions_loss: 1180.6537 - logcount_predictions_loss: 0.5684 112/2384 [>.............................] - ETA: 19:54 - loss: 1210.3269 - logits_profile_predictions_loss: 1180.6589 - logcount_predictions_loss: 0.5683 113/2384 [>.............................] - ETA: 19:53 - loss: 1210.3211 - logits_profile_predictions_loss: 1180.6536 - logcount_predictions_loss: 0.5683 114/2384 [>.............................] - ETA: 19:53 - loss: 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[=====>........................] - ETA: 16:30 - loss: 1216.0096 - logits_profile_predictions_loss: 1186.4466 - logcount_predictions_loss: 0.5664 501/2384 [=====>........................] - ETA: 16:30 - loss: 1216.0145 - logits_profile_predictions_loss: 1186.4514 - logcount_predictions_loss: 0.5664 502/2384 [=====>........................] - ETA: 16:29 - loss: 1216.0192 - logits_profile_predictions_loss: 1186.4559 - logcount_predictions_loss: 0.5664 503/2384 [=====>........................] - ETA: 16:29 - loss: 1216.0232 - logits_profile_predictions_loss: 1186.4598 - logcount_predictions_loss: 0.5664 504/2384 [=====>........................] - ETA: 16:28 - loss: 1216.0265 - logits_profile_predictions_loss: 1186.4630 - logcount_predictions_loss: 0.5664 505/2384 [=====>........................] - ETA: 16:28 - loss: 1216.0309 - logits_profile_predictions_loss: 1186.4673 - logcount_predictions_loss: 0.5664 506/2384 [=====>........................] - ETA: 16:27 - loss: 1216.0357 - 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ETA: 29s - loss: 1223.1800 - logits_profile_predictions_loss: 1193.4512 - logcount_predictions_loss: 0.5695 2328/2384 [============================>.] - ETA: 29s - loss: 1223.1824 - logits_profile_predictions_loss: 1193.4535 - logcount_predictions_loss: 0.5695 2329/2384 [============================>.] - ETA: 28s - loss: 1223.1847 - logits_profile_predictions_loss: 1193.4559 - logcount_predictions_loss: 0.5695 2330/2384 [============================>.] - ETA: 28s - loss: 1223.1871 - logits_profile_predictions_loss: 1193.4583 - logcount_predictions_loss: 0.5695 2331/2384 [============================>.] - ETA: 27s - loss: 1223.1896 - logits_profile_predictions_loss: 1193.4607 - logcount_predictions_loss: 0.5695 2332/2384 [============================>.] - ETA: 27s - loss: 1223.1920 - logits_profile_predictions_loss: 1193.4631 - logcount_predictions_loss: 0.5695 2333/2384 [============================>.] - ETA: 26s - loss: 1223.1945 - logits_profile_predictions_loss: 1193.4656 - logcount_predictions_loss: 0.5695 2334/2384 [============================>.] - ETA: 26s - loss: 1223.1969 - logits_profile_predictions_loss: 1193.4680 - logcount_predictions_loss: 0.5695 2335/2384 [============================>.] - ETA: 25s - loss: 1223.1994 - logits_profile_predictions_loss: 1193.4704 - logcount_predictions_loss: 0.5695 2336/2384 [============================>.] - ETA: 25s - loss: 1223.2018 - logits_profile_predictions_loss: 1193.4728 - logcount_predictions_loss: 0.5695 2337/2384 [============================>.] - ETA: 24s - loss: 1223.2042 - logits_profile_predictions_loss: 1193.4752 - logcount_predictions_loss: 0.5695 2338/2384 [============================>.] - ETA: 24s - loss: 1223.2065 - logits_profile_predictions_loss: 1193.4776 - logcount_predictions_loss: 0.5695 2339/2384 [============================>.] - ETA: 23s - loss: 1223.2089 - logits_profile_predictions_loss: 1193.4800 - logcount_predictions_loss: 0.5695 2340/2384 [============================>.] - ETA: 23s - loss: 1223.2113 - logits_profile_predictions_loss: 1193.4823 - logcount_predictions_loss: 0.5695 2341/2384 [============================>.] - ETA: 22s - loss: 1223.2137 - logits_profile_predictions_loss: 1193.4847 - logcount_predictions_loss: 0.5695 2342/2384 [============================>.] - ETA: 22s - loss: 1223.2161 - logits_profile_predictions_loss: 1193.4871 - logcount_predictions_loss: 0.5695 2343/2384 [============================>.] - ETA: 21s - loss: 1223.2185 - logits_profile_predictions_loss: 1193.4895 - logcount_predictions_loss: 0.5695 2344/2384 [============================>.] - ETA: 21s - loss: 1223.2208 - logits_profile_predictions_loss: 1193.4918 - logcount_predictions_loss: 0.5695 2345/2384 [============================>.] - ETA: 20s - loss: 1223.2232 - logits_profile_predictions_loss: 1193.4942 - logcount_predictions_loss: 0.5695 2346/2384 [============================>.] - ETA: 19s - loss: 1223.2256 - logits_profile_predictions_loss: 1193.4965 - logcount_predictions_loss: 0.5695 2347/2384 [============================>.] - ETA: 19s - loss: 1223.2279 - logits_profile_predictions_loss: 1193.4989 - logcount_predictions_loss: 0.5695 2348/2384 [============================>.] - ETA: 18s - loss: 1223.2303 - logits_profile_predictions_loss: 1193.5012 - logcount_predictions_loss: 0.5695 2349/2384 [============================>.] - ETA: 18s - loss: 1223.2326 - logits_profile_predictions_loss: 1193.5035 - logcount_predictions_loss: 0.5695 2350/2384 [============================>.] - ETA: 17s - loss: 1223.2349 - logits_profile_predictions_loss: 1193.5058 - logcount_predictions_loss: 0.5695 2351/2384 [============================>.] - ETA: 17s - loss: 1223.2372 - logits_profile_predictions_loss: 1193.5081 - logcount_predictions_loss: 0.5695 2352/2384 [============================>.] - ETA: 16s - loss: 1223.2395 - logits_profile_predictions_loss: 1193.5104 - logcount_predictions_loss: 0.5695 2353/2384 [============================>.] - ETA: 16s - loss: 1223.2418 - logits_profile_predictions_loss: 1193.5127 - logcount_predictions_loss: 0.5695 2354/2384 [============================>.] - ETA: 15s - loss: 1223.2441 - logits_profile_predictions_loss: 1193.5150 - logcount_predictions_loss: 0.5695 2355/2384 [============================>.] - ETA: 15s - loss: 1223.2464 - logits_profile_predictions_loss: 1193.5172 - logcount_predictions_loss: 0.5695 2356/2384 [============================>.] - ETA: 14s - loss: 1223.2486 - logits_profile_predictions_loss: 1193.5195 - logcount_predictions_loss: 0.5695 2357/2384 [============================>.] - ETA: 14s - loss: 1223.2509 - logits_profile_predictions_loss: 1193.5217 - logcount_predictions_loss: 0.5695 2358/2384 [============================>.] - ETA: 13s - loss: 1223.2531 - logits_profile_predictions_loss: 1193.5239 - logcount_predictions_loss: 0.5695 2359/2384 [============================>.] - ETA: 13s - loss: 1223.2554 - logits_profile_predictions_loss: 1193.5262 - logcount_predictions_loss: 0.5695 2360/2384 [============================>.] - ETA: 12s - loss: 1223.2577 - logits_profile_predictions_loss: 1193.5285 - logcount_predictions_loss: 0.5695 2361/2384 [============================>.] - ETA: 12s - loss: 1223.2599 - logits_profile_predictions_loss: 1193.5307 - logcount_predictions_loss: 0.5695 2362/2384 [============================>.] - ETA: 11s - loss: 1223.2622 - logits_profile_predictions_loss: 1193.5330 - logcount_predictions_loss: 0.5695 2363/2384 [============================>.] - ETA: 11s - loss: 1223.2644 - logits_profile_predictions_loss: 1193.5352 - logcount_predictions_loss: 0.5695 2364/2384 [============================>.] - ETA: 10s - loss: 1223.2666 - logits_profile_predictions_loss: 1193.5374 - logcount_predictions_loss: 0.5695 2365/2384 [============================>.] - ETA: 9s - loss: 1223.2689 - logits_profile_predictions_loss: 1193.5397 - logcount_predictions_loss: 0.5695  2366/2384 [============================>.] - ETA: 9s - loss: 1223.2711 - logits_profile_predictions_loss: 1193.5419 - logcount_predictions_loss: 0.5695 2367/2384 [============================>.] - ETA: 8s - loss: 1223.2734 - logits_profile_predictions_loss: 1193.5442 - logcount_predictions_loss: 0.5695 2368/2384 [============================>.] - ETA: 8s - loss: 1223.2757 - logits_profile_predictions_loss: 1193.5465 - logcount_predictions_loss: 0.5695 2369/2384 [============================>.] - ETA: 7s - loss: 1223.2781 - logits_profile_predictions_loss: 1193.5488 - logcount_predictions_loss: 0.5695 2370/2384 [============================>.] - ETA: 7s - loss: 1223.2803 - logits_profile_predictions_loss: 1193.5511 - logcount_predictions_loss: 0.5695 2371/2384 [============================>.] - ETA: 6s - loss: 1223.2826 - logits_profile_predictions_loss: 1193.5534 - logcount_predictions_loss: 0.5695 2372/2384 [============================>.] - ETA: 6s - loss: 1223.2849 - logits_profile_predictions_loss: 1193.5557 - logcount_predictions_loss: 0.5695 2373/2384 [============================>.] - ETA: 5s - loss: 1223.2872 - logits_profile_predictions_loss: 1193.5579 - logcount_predictions_loss: 0.5695 2374/2384 [============================>.] - ETA: 5s - loss: 1223.2896 - logits_profile_predictions_loss: 1193.5602 - logcount_predictions_loss: 0.5695 2375/2384 [============================>.] - ETA: 4s - loss: 1223.2919 - logits_profile_predictions_loss: 1193.5625 - logcount_predictions_loss: 0.5695 2376/2384 [============================>.] - ETA: 4s - loss: 1223.2942 - logits_profile_predictions_loss: 1193.5648 - logcount_predictions_loss: 0.5695 2377/2384 [============================>.] - ETA: 3s - loss: 1223.2965 - logits_profile_predictions_loss: 1193.5671 - logcount_predictions_loss: 0.5695 2378/2384 [============================>.] - ETA: 3s - loss: 1223.2988 - logits_profile_predictions_loss: 1193.5695 - logcount_predictions_loss: 0.5695 2379/2384 [============================>.] - ETA: 2s - loss: 1223.3012 - logits_profile_predictions_loss: 1193.5718 - logcount_predictions_loss: 0.5695 2380/2384 [============================>.] - ETA: 2s - loss: 1223.3036 - logits_profile_predictions_loss: 1193.5742 - logcount_predictions_loss: 0.5695 2381/2384 [============================>.] - ETA: 1s - loss: 1223.3060 - logits_profile_predictions_loss: 1193.5766 - logcount_predictions_loss: 0.5695 2382/2384 [============================>.] - ETA: 1s - loss: 1223.3084 - logits_profile_predictions_loss: 1193.5789 - logcount_predictions_loss: 0.5695 2383/2384 [============================>.] - ETA: 0s - loss: 1223.3107 - logits_profile_predictions_loss: 1193.5813 - logcount_predictions_loss: 0.5695 2384/2384 [==============================] - ETA: 0s - loss: 1223.3131 - logits_profile_predictions_loss: 1193.5836 - logcount_predictions_loss: 0.5695 2384/2384 [==============================] - 1312s 550ms/step - loss: 1223.3154 - logits_profile_predictions_loss: 1193.5860 - logcount_predictions_loss: 0.5695 - val_loss: 1473.5759 - val_logits_profile_predictions_loss: 1440.2588 - val_logcount_predictions_loss: 0.6383 Epoch 00008: val_loss did not improve from 1462.25024 Epoch 9/50 1/2384 [..............................] - ETA: 21:57 - loss: 1229.8494 - logits_profile_predictions_loss: 1204.5852 - logcount_predictions_loss: 0.4840 2/2384 [..............................] - ETA: 20:51 - loss: 1213.3795 - logits_profile_predictions_loss: 1187.3397 - logcount_predictions_loss: 0.4988 3/2384 [..............................] - ETA: 20:51 - loss: 1211.3547 - logits_profile_predictions_loss: 1184.6809 - logcount_predictions_loss: 0.5110 4/2384 [..............................] - ETA: 20:50 - loss: 1206.2950 - logits_profile_predictions_loss: 1179.6940 - logcount_predictions_loss: 0.5096 5/2384 [..............................] - ETA: 20:50 - loss: 1207.2623 - logits_profile_predictions_loss: 1180.9376 - logcount_predictions_loss: 0.5043 6/2384 [..............................] - ETA: 20:49 - loss: 1204.9698 - logits_profile_predictions_loss: 1178.7584 - logcount_predictions_loss: 0.5021 7/2384 [..............................] - ETA: 20:49 - loss: 1206.1194 - logits_profile_predictions_loss: 1180.0614 - logcount_predictions_loss: 0.4992 8/2384 [..............................] - ETA: 20:48 - loss: 1206.6205 - logits_profile_predictions_loss: 1180.7119 - logcount_predictions_loss: 0.4963 9/2384 [..............................] - ETA: 20:47 - loss: 1206.5026 - logits_profile_predictions_loss: 1180.7462 - logcount_predictions_loss: 0.4934 10/2384 [..............................] - ETA: 20:47 - loss: 1209.8611 - logits_profile_predictions_loss: 1184.1109 - logcount_predictions_loss: 0.4933 11/2384 [..............................] - ETA: 20:46 - loss: 1212.2764 - logits_profile_predictions_loss: 1186.4849 - logcount_predictions_loss: 0.4941 12/2384 [..............................] - ETA: 20:46 - loss: 1213.6361 - logits_profile_predictions_loss: 1187.7623 - logcount_predictions_loss: 0.4957 13/2384 [..............................] - ETA: 20:45 - loss: 1215.6048 - logits_profile_predictions_loss: 1189.6952 - logcount_predictions_loss: 0.4964 14/2384 [..............................] - ETA: 20:45 - loss: 1217.7185 - logits_profile_predictions_loss: 1191.7613 - logcount_predictions_loss: 0.4973 15/2384 [..............................] - ETA: 20:44 - loss: 1219.7657 - logits_profile_predictions_loss: 1193.7422 - logcount_predictions_loss: 0.4985 16/2384 [..............................] - ETA: 20:44 - loss: 1221.4529 - logits_profile_predictions_loss: 1195.3302 - logcount_predictions_loss: 0.5004 17/2384 [..............................] - ETA: 20:44 - loss: 1222.5977 - logits_profile_predictions_loss: 1196.3816 - logcount_predictions_loss: 0.5022 18/2384 [..............................] - ETA: 20:45 - loss: 1224.2871 - logits_profile_predictions_loss: 1197.9591 - logcount_predictions_loss: 0.5044 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logits_profile_predictions_loss: 1196.7849 - logcount_predictions_loss: 0.5632 419/2384 [====>.........................] - ETA: 17:12 - loss: 1226.1734 - logits_profile_predictions_loss: 1196.7747 - logcount_predictions_loss: 0.5632 420/2384 [====>.........................] - ETA: 17:12 - loss: 1226.1632 - logits_profile_predictions_loss: 1196.7647 - logcount_predictions_loss: 0.5632 421/2384 [====>.........................] - ETA: 17:11 - loss: 1226.1531 - logits_profile_predictions_loss: 1196.7548 - logcount_predictions_loss: 0.5632 422/2384 [====>.........................] - ETA: 17:10 - loss: 1226.1423 - logits_profile_predictions_loss: 1196.7443 - logcount_predictions_loss: 0.5632 423/2384 [====>.........................] - ETA: 17:10 - loss: 1226.1317 - logits_profile_predictions_loss: 1196.7339 - logcount_predictions_loss: 0.5632 424/2384 [====>.........................] - ETA: 17:09 - loss: 1226.1225 - logits_profile_predictions_loss: 1196.7249 - logcount_predictions_loss: 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ETA: 35s - loss: 1222.6285 - logits_profile_predictions_loss: 1193.4212 - logcount_predictions_loss: 0.5596 2317/2384 [============================>.] - ETA: 35s - loss: 1222.6278 - logits_profile_predictions_loss: 1193.4206 - logcount_predictions_loss: 0.5596 2318/2384 [============================>.] - ETA: 34s - loss: 1222.6271 - logits_profile_predictions_loss: 1193.4200 - logcount_predictions_loss: 0.5595 2319/2384 [============================>.] - ETA: 34s - loss: 1222.6264 - logits_profile_predictions_loss: 1193.4194 - logcount_predictions_loss: 0.5595 2320/2384 [============================>.] - ETA: 33s - loss: 1222.6257 - logits_profile_predictions_loss: 1193.4188 - logcount_predictions_loss: 0.5595 2321/2384 [============================>.] - ETA: 33s - loss: 1222.6249 - logits_profile_predictions_loss: 1193.4181 - logcount_predictions_loss: 0.5595 2322/2384 [============================>.] - ETA: 32s - loss: 1222.6243 - logits_profile_predictions_loss: 1193.4175 - logcount_predictions_loss: 0.5595 2323/2384 [============================>.] - ETA: 32s - loss: 1222.6236 - logits_profile_predictions_loss: 1193.4170 - logcount_predictions_loss: 0.5595 2324/2384 [============================>.] - ETA: 31s - loss: 1222.6230 - logits_profile_predictions_loss: 1193.4164 - logcount_predictions_loss: 0.5595 2325/2384 [============================>.] - ETA: 31s - loss: 1222.6223 - logits_profile_predictions_loss: 1193.4159 - logcount_predictions_loss: 0.5595 2326/2384 [============================>.] - ETA: 30s - loss: 1222.6216 - logits_profile_predictions_loss: 1193.4153 - logcount_predictions_loss: 0.5595 2327/2384 [============================>.] - ETA: 29s - loss: 1222.6210 - logits_profile_predictions_loss: 1193.4147 - logcount_predictions_loss: 0.5595 2328/2384 [============================>.] - ETA: 29s - loss: 1222.6204 - logits_profile_predictions_loss: 1193.4142 - logcount_predictions_loss: 0.5595 2329/2384 [============================>.] - ETA: 28s - loss: 1222.6198 - logits_profile_predictions_loss: 1193.4137 - logcount_predictions_loss: 0.5595 2330/2384 [============================>.] - ETA: 28s - loss: 1222.6192 - logits_profile_predictions_loss: 1193.4132 - logcount_predictions_loss: 0.5595 2331/2384 [============================>.] - ETA: 27s - loss: 1222.6186 - logits_profile_predictions_loss: 1193.4127 - logcount_predictions_loss: 0.5595 2332/2384 [============================>.] - ETA: 27s - loss: 1222.6181 - logits_profile_predictions_loss: 1193.4122 - logcount_predictions_loss: 0.5595 2333/2384 [============================>.] - ETA: 26s - loss: 1222.6175 - logits_profile_predictions_loss: 1193.4118 - logcount_predictions_loss: 0.5595 2334/2384 [============================>.] - ETA: 26s - loss: 1222.6169 - logits_profile_predictions_loss: 1193.4113 - logcount_predictions_loss: 0.5595 2335/2384 [============================>.] - ETA: 25s - loss: 1222.6163 - logits_profile_predictions_loss: 1193.4108 - logcount_predictions_loss: 0.5595 2336/2384 [============================>.] - ETA: 25s - loss: 1222.6158 - logits_profile_predictions_loss: 1193.4103 - logcount_predictions_loss: 0.5595 2337/2384 [============================>.] - ETA: 24s - loss: 1222.6152 - logits_profile_predictions_loss: 1193.4098 - logcount_predictions_loss: 0.5595 2338/2384 [============================>.] - ETA: 24s - loss: 1222.6147 - logits_profile_predictions_loss: 1193.4094 - logcount_predictions_loss: 0.5595 2339/2384 [============================>.] - ETA: 23s - loss: 1222.6142 - logits_profile_predictions_loss: 1193.4089 - logcount_predictions_loss: 0.5595 2340/2384 [============================>.] - ETA: 23s - loss: 1222.6136 - logits_profile_predictions_loss: 1193.4085 - logcount_predictions_loss: 0.5595 2341/2384 [============================>.] - ETA: 22s - loss: 1222.6131 - logits_profile_predictions_loss: 1193.4080 - logcount_predictions_loss: 0.5595 2342/2384 [============================>.] - ETA: 22s - loss: 1222.6125 - logits_profile_predictions_loss: 1193.4076 - logcount_predictions_loss: 0.5595 2343/2384 [============================>.] - ETA: 21s - loss: 1222.6120 - logits_profile_predictions_loss: 1193.4071 - logcount_predictions_loss: 0.5595 2344/2384 [============================>.] - ETA: 21s - loss: 1222.6114 - logits_profile_predictions_loss: 1193.4067 - logcount_predictions_loss: 0.5595 2345/2384 [============================>.] - ETA: 20s - loss: 1222.6109 - logits_profile_predictions_loss: 1193.4062 - logcount_predictions_loss: 0.5595 2346/2384 [============================>.] - ETA: 19s - loss: 1222.6104 - logits_profile_predictions_loss: 1193.4058 - logcount_predictions_loss: 0.5595 2347/2384 [============================>.] - ETA: 19s - loss: 1222.6099 - logits_profile_predictions_loss: 1193.4054 - logcount_predictions_loss: 0.5595 2348/2384 [============================>.] - ETA: 18s - loss: 1222.6094 - logits_profile_predictions_loss: 1193.4050 - logcount_predictions_loss: 0.5595 2349/2384 [============================>.] - ETA: 18s - loss: 1222.6090 - logits_profile_predictions_loss: 1193.4047 - logcount_predictions_loss: 0.5595 2350/2384 [============================>.] - ETA: 17s - loss: 1222.6086 - logits_profile_predictions_loss: 1193.4043 - logcount_predictions_loss: 0.5595 2351/2384 [============================>.] - ETA: 17s - loss: 1222.6081 - logits_profile_predictions_loss: 1193.4040 - logcount_predictions_loss: 0.5595 2352/2384 [============================>.] - ETA: 16s - loss: 1222.6077 - logits_profile_predictions_loss: 1193.4036 - logcount_predictions_loss: 0.5595 2353/2384 [============================>.] - ETA: 16s - loss: 1222.6073 - logits_profile_predictions_loss: 1193.4033 - logcount_predictions_loss: 0.5595 2354/2384 [============================>.] - ETA: 15s - loss: 1222.6069 - logits_profile_predictions_loss: 1193.4030 - logcount_predictions_loss: 0.5595 2355/2384 [============================>.] - ETA: 15s - loss: 1222.6065 - logits_profile_predictions_loss: 1193.4027 - logcount_predictions_loss: 0.5595 2356/2384 [============================>.] - ETA: 14s - loss: 1222.6061 - logits_profile_predictions_loss: 1193.4024 - logcount_predictions_loss: 0.5595 2357/2384 [============================>.] - ETA: 14s - loss: 1222.6057 - logits_profile_predictions_loss: 1193.4020 - logcount_predictions_loss: 0.5595 2358/2384 [============================>.] - ETA: 13s - loss: 1222.6053 - logits_profile_predictions_loss: 1193.4017 - logcount_predictions_loss: 0.5595 2359/2384 [============================>.] - ETA: 13s - loss: 1222.6050 - logits_profile_predictions_loss: 1193.4015 - logcount_predictions_loss: 0.5595 2360/2384 [============================>.] - ETA: 12s - loss: 1222.6046 - logits_profile_predictions_loss: 1193.4012 - logcount_predictions_loss: 0.5595 2361/2384 [============================>.] - ETA: 12s - loss: 1222.6042 - logits_profile_predictions_loss: 1193.4009 - logcount_predictions_loss: 0.5595 2362/2384 [============================>.] - ETA: 11s - loss: 1222.6039 - logits_profile_predictions_loss: 1193.4007 - logcount_predictions_loss: 0.5595 2363/2384 [============================>.] - ETA: 11s - loss: 1222.6037 - logits_profile_predictions_loss: 1193.4005 - logcount_predictions_loss: 0.5595 2364/2384 [============================>.] - ETA: 10s - loss: 1222.6034 - logits_profile_predictions_loss: 1193.4003 - logcount_predictions_loss: 0.5595 2365/2384 [============================>.] - ETA: 9s - loss: 1222.6031 - logits_profile_predictions_loss: 1193.4001 - logcount_predictions_loss: 0.5595  2366/2384 [============================>.] - ETA: 9s - loss: 1222.6029 - logits_profile_predictions_loss: 1193.4000 - logcount_predictions_loss: 0.5595 2367/2384 [============================>.] - ETA: 8s - loss: 1222.6026 - logits_profile_predictions_loss: 1193.3998 - logcount_predictions_loss: 0.5595 2368/2384 [============================>.] - ETA: 8s - loss: 1222.6024 - logits_profile_predictions_loss: 1193.3997 - logcount_predictions_loss: 0.5595 2369/2384 [============================>.] - ETA: 7s - loss: 1222.6022 - logits_profile_predictions_loss: 1193.3995 - logcount_predictions_loss: 0.5595 2370/2384 [============================>.] - ETA: 7s - loss: 1222.6019 - logits_profile_predictions_loss: 1193.3994 - logcount_predictions_loss: 0.5595 2371/2384 [============================>.] - ETA: 6s - loss: 1222.6018 - logits_profile_predictions_loss: 1193.3993 - logcount_predictions_loss: 0.5595 2372/2384 [============================>.] - ETA: 6s - loss: 1222.6016 - logits_profile_predictions_loss: 1193.3992 - logcount_predictions_loss: 0.5595 2373/2384 [============================>.] - ETA: 5s - loss: 1222.6015 - logits_profile_predictions_loss: 1193.3992 - logcount_predictions_loss: 0.5595 2374/2384 [============================>.] - ETA: 5s - loss: 1222.6014 - logits_profile_predictions_loss: 1193.3992 - logcount_predictions_loss: 0.5595 2375/2384 [============================>.] - ETA: 4s - loss: 1222.6013 - logits_profile_predictions_loss: 1193.3992 - logcount_predictions_loss: 0.5595 2376/2384 [============================>.] - ETA: 4s - loss: 1222.6012 - logits_profile_predictions_loss: 1193.3992 - logcount_predictions_loss: 0.5595 2377/2384 [============================>.] - ETA: 3s - loss: 1222.6011 - logits_profile_predictions_loss: 1193.3992 - logcount_predictions_loss: 0.5595 2378/2384 [============================>.] - ETA: 3s - loss: 1222.6010 - logits_profile_predictions_loss: 1193.3992 - logcount_predictions_loss: 0.5594 2379/2384 [============================>.] - ETA: 2s - loss: 1222.6009 - logits_profile_predictions_loss: 1193.3991 - logcount_predictions_loss: 0.5594 2380/2384 [============================>.] - ETA: 2s - loss: 1222.6007 - logits_profile_predictions_loss: 1193.3991 - logcount_predictions_loss: 0.5594 2381/2384 [============================>.] - ETA: 1s - loss: 1222.6006 - logits_profile_predictions_loss: 1193.3990 - logcount_predictions_loss: 0.5594 2382/2384 [============================>.] - ETA: 1s - loss: 1222.6004 - logits_profile_predictions_loss: 1193.3989 - logcount_predictions_loss: 0.5594 2383/2384 [============================>.] - ETA: 0s - loss: 1222.6003 - logits_profile_predictions_loss: 1193.3988 - logcount_predictions_loss: 0.5594 2384/2384 [==============================] - ETA: 0s - loss: 1222.6001 - logits_profile_predictions_loss: 1193.3988 - logcount_predictions_loss: 0.5594 2384/2384 [==============================] - 1312s 550ms/step - loss: 1222.6000 - logits_profile_predictions_loss: 1193.3987 - logcount_predictions_loss: 0.5594 - val_loss: 1469.9648 - val_logits_profile_predictions_loss: 1433.2391 - val_logcount_predictions_loss: 0.7036 Epoch 00009: val_loss did not improve from 1462.25024 Epoch 10/50 1/2384 [..............................] - ETA: 21:36 - loss: 1088.2064 - logits_profile_predictions_loss: 1059.8225 - logcount_predictions_loss: 0.5438 2/2384 [..............................] - ETA: 20:51 - loss: 1101.7659 - logits_profile_predictions_loss: 1071.3037 - logcount_predictions_loss: 0.5836 3/2384 [..............................] - ETA: 20:50 - loss: 1132.9292 - logits_profile_predictions_loss: 1102.7950 - logcount_predictions_loss: 0.5773 4/2384 [..............................] - ETA: 20:49 - loss: 1142.8166 - logits_profile_predictions_loss: 1113.3353 - logcount_predictions_loss: 0.5648 5/2384 [..............................] - ETA: 20:49 - loss: 1153.9770 - logits_profile_predictions_loss: 1124.8606 - logcount_predictions_loss: 0.5578 6/2384 [..............................] - ETA: 20:48 - loss: 1161.0144 - logits_profile_predictions_loss: 1132.1006 - logcount_predictions_loss: 0.5539 7/2384 [..............................] - ETA: 20:47 - loss: 1167.5382 - logits_profile_predictions_loss: 1138.7231 - logcount_predictions_loss: 0.5520 8/2384 [..............................] - ETA: 20:47 - loss: 1171.2278 - logits_profile_predictions_loss: 1142.5267 - logcount_predictions_loss: 0.5498 9/2384 [..............................] - ETA: 20:47 - loss: 1175.5432 - logits_profile_predictions_loss: 1146.9687 - logcount_predictions_loss: 0.5474 10/2384 [..............................] - ETA: 20:46 - loss: 1177.0885 - logits_profile_predictions_loss: 1148.6004 - logcount_predictions_loss: 0.5458 11/2384 [..............................] - ETA: 20:46 - loss: 1179.4538 - logits_profile_predictions_loss: 1151.0535 - logcount_predictions_loss: 0.5441 12/2384 [..............................] - ETA: 20:45 - loss: 1181.9799 - logits_profile_predictions_loss: 1153.6859 - logcount_predictions_loss: 0.5420 13/2384 [..............................] - ETA: 20:45 - loss: 1183.8537 - logits_profile_predictions_loss: 1155.6217 - logcount_predictions_loss: 0.5408 14/2384 [..............................] - ETA: 20:44 - loss: 1185.5278 - logits_profile_predictions_loss: 1157.2319 - logcount_predictions_loss: 0.5421 15/2384 [..............................] - ETA: 20:44 - loss: 1187.1710 - logits_profile_predictions_loss: 1158.8284 - logcount_predictions_loss: 0.5430 16/2384 [..............................] - ETA: 20:43 - loss: 1187.6254 - logits_profile_predictions_loss: 1159.2557 - logcount_predictions_loss: 0.5435 17/2384 [..............................] - ETA: 20:43 - loss: 1188.2261 - logits_profile_predictions_loss: 1159.8393 - logcount_predictions_loss: 0.5438 18/2384 [..............................] - ETA: 20:42 - loss: 1188.2596 - logits_profile_predictions_loss: 1159.8359 - logcount_predictions_loss: 0.5445 19/2384 [..............................] - ETA: 20:42 - loss: 1188.5924 - logits_profile_predictions_loss: 1160.1279 - logcount_predictions_loss: 0.5453 20/2384 [..............................] - ETA: 20:41 - loss: 1188.9284 - logits_profile_predictions_loss: 1160.4291 - logcount_predictions_loss: 0.5460 21/2384 [..............................] - ETA: 20:41 - loss: 1188.9505 - logits_profile_predictions_loss: 1160.4362 - logcount_predictions_loss: 0.5463 22/2384 [..............................] - ETA: 20:40 - loss: 1189.3656 - logits_profile_predictions_loss: 1160.8439 - logcount_predictions_loss: 0.5464 23/2384 [..............................] - ETA: 20:40 - loss: 1189.5327 - logits_profile_predictions_loss: 1161.0107 - logcount_predictions_loss: 0.5464 24/2384 [..............................] - ETA: 20:39 - loss: 1189.7390 - logits_profile_predictions_loss: 1161.2140 - logcount_predictions_loss: 0.5465 25/2384 [..............................] - ETA: 20:39 - loss: 1189.8553 - logits_profile_predictions_loss: 1161.3117 - logcount_predictions_loss: 0.5468 26/2384 [..............................] - ETA: 20:38 - loss: 1190.1106 - logits_profile_predictions_loss: 1161.5577 - logcount_predictions_loss: 0.5470 27/2384 [..............................] - ETA: 20:38 - loss: 1190.2764 - logits_profile_predictions_loss: 1161.7100 - logcount_predictions_loss: 0.5473 28/2384 [..............................] - ETA: 20:37 - loss: 1190.3405 - logits_profile_predictions_loss: 1161.7565 - logcount_predictions_loss: 0.5476 29/2384 [..............................] - ETA: 20:37 - loss: 1190.2115 - logits_profile_predictions_loss: 1161.6084 - logcount_predictions_loss: 0.5480 30/2384 [..............................] - ETA: 20:36 - loss: 1190.1847 - logits_profile_predictions_loss: 1161.5591 - logcount_predictions_loss: 0.5484 31/2384 [..............................] - ETA: 20:36 - loss: 1190.0428 - logits_profile_predictions_loss: 1161.4007 - logcount_predictions_loss: 0.5487 32/2384 [..............................] - ETA: 20:35 - loss: 1189.7167 - logits_profile_predictions_loss: 1161.0669 - logcount_predictions_loss: 0.5488 33/2384 [..............................] - ETA: 20:35 - loss: 1189.4776 - logits_profile_predictions_loss: 1160.8241 - logcount_predictions_loss: 0.5489 34/2384 [..............................] - ETA: 20:34 - loss: 1189.4855 - logits_profile_predictions_loss: 1160.8228 - logcount_predictions_loss: 0.5491 35/2384 [..............................] - ETA: 20:33 - loss: 1189.4627 - logits_profile_predictions_loss: 1160.7958 - logcount_predictions_loss: 0.5492 36/2384 [..............................] - ETA: 20:33 - loss: 1189.3441 - logits_profile_predictions_loss: 1160.6788 - logcount_predictions_loss: 0.5491 37/2384 [..............................] - ETA: 20:32 - loss: 1189.4231 - logits_profile_predictions_loss: 1160.7503 - logcount_predictions_loss: 0.5493 38/2384 [..............................] - ETA: 20:32 - loss: 1189.4936 - logits_profile_predictions_loss: 1160.8176 - logcount_predictions_loss: 0.5493 39/2384 [..............................] - ETA: 20:31 - loss: 1189.5558 - logits_profile_predictions_loss: 1160.8831 - logcount_predictions_loss: 0.5493 40/2384 [..............................] - ETA: 20:31 - loss: 1189.5965 - logits_profile_predictions_loss: 1160.9303 - logcount_predictions_loss: 0.5492 41/2384 [..............................] - ETA: 20:30 - loss: 1189.5611 - logits_profile_predictions_loss: 1160.9012 - logcount_predictions_loss: 0.5490 42/2384 [..............................] - ETA: 20:30 - loss: 1189.5764 - logits_profile_predictions_loss: 1160.9243 - logcount_predictions_loss: 0.5489 43/2384 [..............................] - ETA: 20:29 - loss: 1189.7600 - logits_profile_predictions_loss: 1161.1124 - logcount_predictions_loss: 0.5488 44/2384 [..............................] - ETA: 20:29 - loss: 1189.9274 - logits_profile_predictions_loss: 1161.2872 - logcount_predictions_loss: 0.5487 45/2384 [..............................] - ETA: 20:28 - loss: 1190.0995 - logits_profile_predictions_loss: 1161.4662 - logcount_predictions_loss: 0.5485 46/2384 [..............................] - ETA: 20:28 - loss: 1190.1999 - logits_profile_predictions_loss: 1161.5707 - logcount_predictions_loss: 0.5485 47/2384 [..............................] - ETA: 20:27 - loss: 1190.2888 - logits_profile_predictions_loss: 1161.6678 - logcount_predictions_loss: 0.5483 48/2384 [..............................] - ETA: 20:27 - loss: 1190.3988 - logits_profile_predictions_loss: 1161.7855 - logcount_predictions_loss: 0.5481 49/2384 [..............................] - ETA: 20:26 - loss: 1190.5106 - logits_profile_predictions_loss: 1161.9076 - logcount_predictions_loss: 0.5479 50/2384 [..............................] - ETA: 20:25 - loss: 1190.5812 - logits_profile_predictions_loss: 1161.9892 - logcount_predictions_loss: 0.5477 51/2384 [..............................] - ETA: 20:25 - loss: 1190.6774 - logits_profile_predictions_loss: 1162.0977 - logcount_predictions_loss: 0.5475 52/2384 [..............................] - ETA: 20:24 - loss: 1190.7656 - logits_profile_predictions_loss: 1162.1957 - logcount_predictions_loss: 0.5473 53/2384 [..............................] - ETA: 20:24 - loss: 1190.8704 - logits_profile_predictions_loss: 1162.3128 - 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logcount_predictions_loss: 0.5131 421/2384 [====>.........................] - ETA: 17:11 - loss: 1194.2410 - logits_profile_predictions_loss: 1167.4596 - logcount_predictions_loss: 0.5131 422/2384 [====>.........................] - ETA: 17:10 - loss: 1194.2455 - logits_profile_predictions_loss: 1167.4651 - logcount_predictions_loss: 0.5130 423/2384 [====>.........................] - ETA: 17:10 - loss: 1194.2496 - logits_profile_predictions_loss: 1167.4702 - logcount_predictions_loss: 0.5130 424/2384 [====>.........................] - ETA: 17:09 - loss: 1194.2534 - logits_profile_predictions_loss: 1167.4751 - logcount_predictions_loss: 0.5130 425/2384 [====>.........................] - ETA: 17:09 - loss: 1194.2578 - logits_profile_predictions_loss: 1167.4806 - logcount_predictions_loss: 0.5130 426/2384 [====>.........................] - ETA: 17:08 - loss: 1194.2632 - logits_profile_predictions_loss: 1167.4870 - logcount_predictions_loss: 0.5130 427/2384 [====>.........................] 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- logcount_predictions_loss: 0.5128 434/2384 [====>.........................] - ETA: 17:04 - loss: 1194.3082 - logits_profile_predictions_loss: 1167.5404 - logcount_predictions_loss: 0.5128 435/2384 [====>.........................] - ETA: 17:03 - loss: 1194.3140 - logits_profile_predictions_loss: 1167.5471 - logcount_predictions_loss: 0.5128 436/2384 [====>.........................] - ETA: 17:03 - loss: 1194.3192 - logits_profile_predictions_loss: 1167.5533 - logcount_predictions_loss: 0.5128 437/2384 [====>.........................] - ETA: 17:02 - loss: 1194.3250 - logits_profile_predictions_loss: 1167.5602 - logcount_predictions_loss: 0.5127 438/2384 [====>.........................] - ETA: 17:02 - loss: 1194.3311 - logits_profile_predictions_loss: 1167.5673 - logcount_predictions_loss: 0.5127 439/2384 [====>.........................] - ETA: 17:01 - loss: 1194.3372 - logits_profile_predictions_loss: 1167.5744 - logcount_predictions_loss: 0.5127 440/2384 [====>.........................] - ETA: 17:01 - loss: 1194.3434 - logits_profile_predictions_loss: 1167.5815 - logcount_predictions_loss: 0.5127 441/2384 [====>.........................] - ETA: 17:00 - loss: 1194.3499 - logits_profile_predictions_loss: 1167.5889 - logcount_predictions_loss: 0.5127 442/2384 [====>.........................] - ETA: 17:00 - loss: 1194.3552 - logits_profile_predictions_loss: 1167.5951 - logcount_predictions_loss: 0.5127 443/2384 [====>.........................] - ETA: 16:59 - loss: 1194.3600 - logits_profile_predictions_loss: 1167.6008 - logcount_predictions_loss: 0.5126 444/2384 [====>.........................] - ETA: 16:59 - loss: 1194.3654 - logits_profile_predictions_loss: 1167.6073 - logcount_predictions_loss: 0.5126 445/2384 [====>.........................] - ETA: 16:58 - loss: 1194.3719 - logits_profile_predictions_loss: 1167.6147 - logcount_predictions_loss: 0.5126 446/2384 [====>.........................] - ETA: 16:58 - loss: 1194.3787 - 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ETA: 17s - loss: 1192.4578 - logits_profile_predictions_loss: 1166.5749 - logcount_predictions_loss: 0.4958 2352/2384 [============================>.] - ETA: 16s - loss: 1192.4565 - logits_profile_predictions_loss: 1166.5738 - logcount_predictions_loss: 0.4958 2353/2384 [============================>.] - ETA: 16s - loss: 1192.4553 - logits_profile_predictions_loss: 1166.5728 - logcount_predictions_loss: 0.4958 2354/2384 [============================>.] - ETA: 15s - loss: 1192.4540 - logits_profile_predictions_loss: 1166.5717 - logcount_predictions_loss: 0.4958 2355/2384 [============================>.] - ETA: 15s - loss: 1192.4527 - logits_profile_predictions_loss: 1166.5706 - logcount_predictions_loss: 0.4958 2356/2384 [============================>.] - ETA: 14s - loss: 1192.4514 - logits_profile_predictions_loss: 1166.5694 - logcount_predictions_loss: 0.4958 2357/2384 [============================>.] - ETA: 14s - loss: 1192.4500 - logits_profile_predictions_loss: 1166.5683 - logcount_predictions_loss: 0.4958 2358/2384 [============================>.] - ETA: 13s - loss: 1192.4487 - logits_profile_predictions_loss: 1166.5672 - logcount_predictions_loss: 0.4958 2359/2384 [============================>.] - ETA: 13s - loss: 1192.4474 - logits_profile_predictions_loss: 1166.5661 - logcount_predictions_loss: 0.4958 2360/2384 [============================>.] - ETA: 12s - loss: 1192.4461 - logits_profile_predictions_loss: 1166.5650 - logcount_predictions_loss: 0.4958 2361/2384 [============================>.] - ETA: 12s - loss: 1192.4447 - logits_profile_predictions_loss: 1166.5638 - logcount_predictions_loss: 0.4958 2362/2384 [============================>.] - ETA: 11s - loss: 1192.4433 - logits_profile_predictions_loss: 1166.5626 - logcount_predictions_loss: 0.4958 2363/2384 [============================>.] - ETA: 11s - loss: 1192.4419 - logits_profile_predictions_loss: 1166.5614 - logcount_predictions_loss: 0.4958 2364/2384 [============================>.] - ETA: 10s - loss: 1192.4405 - logits_profile_predictions_loss: 1166.5602 - logcount_predictions_loss: 0.4958 2365/2384 [============================>.] - ETA: 9s - loss: 1192.4391 - logits_profile_predictions_loss: 1166.5590 - logcount_predictions_loss: 0.4958  2366/2384 [============================>.] - ETA: 9s - loss: 1192.4376 - logits_profile_predictions_loss: 1166.5578 - logcount_predictions_loss: 0.4958 2367/2384 [============================>.] - ETA: 8s - loss: 1192.4362 - logits_profile_predictions_loss: 1166.5565 - logcount_predictions_loss: 0.4958 2368/2384 [============================>.] - ETA: 8s - loss: 1192.4348 - logits_profile_predictions_loss: 1166.5553 - logcount_predictions_loss: 0.4958 2369/2384 [============================>.] - ETA: 7s - loss: 1192.4333 - logits_profile_predictions_loss: 1166.5541 - logcount_predictions_loss: 0.4958 2370/2384 [============================>.] - ETA: 7s - loss: 1192.4319 - logits_profile_predictions_loss: 1166.5529 - logcount_predictions_loss: 0.4958 2371/2384 [============================>.] - ETA: 6s - loss: 1192.4304 - logits_profile_predictions_loss: 1166.5516 - logcount_predictions_loss: 0.4958 2372/2384 [============================>.] - ETA: 6s - loss: 1192.4290 - logits_profile_predictions_loss: 1166.5504 - logcount_predictions_loss: 0.4958 2373/2384 [============================>.] - ETA: 5s - loss: 1192.4276 - logits_profile_predictions_loss: 1166.5492 - logcount_predictions_loss: 0.4958 2374/2384 [============================>.] - ETA: 5s - loss: 1192.4262 - logits_profile_predictions_loss: 1166.5480 - logcount_predictions_loss: 0.4958 2375/2384 [============================>.] - ETA: 4s - loss: 1192.4248 - logits_profile_predictions_loss: 1166.5468 - logcount_predictions_loss: 0.4957 2376/2384 [============================>.] - ETA: 4s - loss: 1192.4234 - logits_profile_predictions_loss: 1166.5456 - logcount_predictions_loss: 0.4957 2377/2384 [============================>.] - ETA: 3s - loss: 1192.4221 - logits_profile_predictions_loss: 1166.5445 - logcount_predictions_loss: 0.4957 2378/2384 [============================>.] - ETA: 3s - loss: 1192.4207 - logits_profile_predictions_loss: 1166.5433 - logcount_predictions_loss: 0.4957 2379/2384 [============================>.] - ETA: 2s - loss: 1192.4193 - logits_profile_predictions_loss: 1166.5422 - logcount_predictions_loss: 0.4957 2380/2384 [============================>.] - ETA: 2s - loss: 1192.4179 - logits_profile_predictions_loss: 1166.5410 - logcount_predictions_loss: 0.4957 2381/2384 [============================>.] - ETA: 1s - loss: 1192.4165 - logits_profile_predictions_loss: 1166.5398 - logcount_predictions_loss: 0.4957 2382/2384 [============================>.] - ETA: 1s - loss: 1192.4151 - logits_profile_predictions_loss: 1166.5386 - logcount_predictions_loss: 0.4957 2383/2384 [============================>.] - ETA: 0s - loss: 1192.4137 - logits_profile_predictions_loss: 1166.5373 - logcount_predictions_loss: 0.4957 2384/2384 [==============================] - ETA: 0s - loss: 1192.4122 - logits_profile_predictions_loss: 1166.5361 - logcount_predictions_loss: 0.4957 2384/2384 [==============================] - 1312s 550ms/step - loss: 1192.4107 - logits_profile_predictions_loss: 1166.5348 - logcount_predictions_loss: 0.4957 - val_loss: 1449.2595 - val_logits_profile_predictions_loss: 1416.6584 - val_logcount_predictions_loss: 0.6245 Epoch 00010: val_loss improved from 1462.25024 to 1449.25952, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 11/50 1/2384 [..............................] - ETA: 21:59 - loss: 1170.0466 - logits_profile_predictions_loss: 1150.3663 - logcount_predictions_loss: 0.3770 2/2384 [..............................] - ETA: 20:52 - loss: 1198.7104 - logits_profile_predictions_loss: 1178.6286 - logcount_predictions_loss: 0.3847 3/2384 [..............................] - ETA: 20:51 - loss: 1208.9378 - logits_profile_predictions_loss: 1188.4148 - logcount_predictions_loss: 0.3932 4/2384 [..............................] - ETA: 20:50 - loss: 1217.3401 - logits_profile_predictions_loss: 1196.2872 - logcount_predictions_loss: 0.4033 5/2384 [..............................] - ETA: 20:50 - loss: 1217.1650 - logits_profile_predictions_loss: 1195.3905 - logcount_predictions_loss: 0.4171 6/2384 [..............................] - ETA: 20:49 - loss: 1218.2146 - logits_profile_predictions_loss: 1195.9390 - logcount_predictions_loss: 0.4267 7/2384 [..............................] - ETA: 20:49 - loss: 1216.3252 - logits_profile_predictions_loss: 1193.5994 - logcount_predictions_loss: 0.4354 8/2384 [..............................] - ETA: 20:48 - loss: 1215.3610 - logits_profile_predictions_loss: 1192.4019 - logcount_predictions_loss: 0.4398 9/2384 [..............................] - ETA: 20:47 - loss: 1213.9662 - logits_profile_predictions_loss: 1190.7989 - logcount_predictions_loss: 0.4438 10/2384 [..............................] - ETA: 20:47 - loss: 1212.9685 - logits_profile_predictions_loss: 1189.6634 - logcount_predictions_loss: 0.4465 11/2384 [..............................] - ETA: 20:46 - loss: 1211.8310 - logits_profile_predictions_loss: 1188.4041 - logcount_predictions_loss: 0.4488 12/2384 [..............................] - ETA: 20:46 - loss: 1209.8510 - logits_profile_predictions_loss: 1186.3405 - logcount_predictions_loss: 0.4504 13/2384 [..............................] - ETA: 20:45 - loss: 1206.3705 - logits_profile_predictions_loss: 1182.7880 - logcount_predictions_loss: 0.4518 14/2384 [..............................] - ETA: 20:45 - loss: 1204.1619 - logits_profile_predictions_loss: 1180.5347 - logcount_predictions_loss: 0.4526 15/2384 [..............................] - ETA: 20:44 - loss: 1202.4074 - logits_profile_predictions_loss: 1178.7059 - logcount_predictions_loss: 0.4541 16/2384 [..............................] - ETA: 20:43 - loss: 1201.3554 - logits_profile_predictions_loss: 1177.5937 - logcount_predictions_loss: 0.4552 17/2384 [..............................] - ETA: 20:43 - loss: 1201.0814 - logits_profile_predictions_loss: 1177.2436 - logcount_predictions_loss: 0.4567 18/2384 [..............................] - ETA: 20:42 - loss: 1200.2277 - logits_profile_predictions_loss: 1176.3326 - logcount_predictions_loss: 0.4578 19/2384 [..............................] - ETA: 20:42 - loss: 1199.8428 - logits_profile_predictions_loss: 1175.9001 - logcount_predictions_loss: 0.4587 20/2384 [..............................] - ETA: 20:41 - loss: 1199.1815 - logits_profile_predictions_loss: 1175.1627 - logcount_predictions_loss: 0.4601 21/2384 [..............................] - ETA: 20:41 - loss: 1198.8455 - logits_profile_predictions_loss: 1174.7650 - logcount_predictions_loss: 0.4613 22/2384 [..............................] - ETA: 20:40 - loss: 1198.3285 - logits_profile_predictions_loss: 1174.1873 - logcount_predictions_loss: 0.4625 23/2384 [..............................] - ETA: 20:40 - loss: 1197.7071 - logits_profile_predictions_loss: 1173.5144 - logcount_predictions_loss: 0.4635 24/2384 [..............................] - ETA: 20:39 - loss: 1196.9031 - logits_profile_predictions_loss: 1172.6562 - logcount_predictions_loss: 0.4645 25/2384 [..............................] - ETA: 20:39 - loss: 1196.1273 - logits_profile_predictions_loss: 1171.8421 - logcount_predictions_loss: 0.4652 26/2384 [..............................] - ETA: 20:38 - loss: 1195.3296 - logits_profile_predictions_loss: 1171.0067 - logcount_predictions_loss: 0.4660 27/2384 [..............................] - ETA: 20:38 - loss: 1194.6427 - logits_profile_predictions_loss: 1170.2946 - logcount_predictions_loss: 0.4664 28/2384 [..............................] - ETA: 20:37 - loss: 1193.6840 - logits_profile_predictions_loss: 1169.3238 - logcount_predictions_loss: 0.4667 29/2384 [..............................] - ETA: 20:37 - loss: 1192.6798 - logits_profile_predictions_loss: 1168.3076 - logcount_predictions_loss: 0.4669 30/2384 [..............................] - ETA: 20:36 - loss: 1191.5831 - logits_profile_predictions_loss: 1167.1959 - logcount_predictions_loss: 0.4672 31/2384 [..............................] - ETA: 20:36 - loss: 1190.3170 - logits_profile_predictions_loss: 1165.9206 - logcount_predictions_loss: 0.4674 32/2384 [..............................] - ETA: 20:35 - loss: 1189.1399 - logits_profile_predictions_loss: 1164.7395 - logcount_predictions_loss: 0.4674 33/2384 [..............................] - ETA: 20:34 - loss: 1188.0199 - logits_profile_predictions_loss: 1163.6186 - logcount_predictions_loss: 0.4675 34/2384 [..............................] - ETA: 20:34 - loss: 1186.9113 - logits_profile_predictions_loss: 1162.5079 - logcount_predictions_loss: 0.4675 35/2384 [..............................] - ETA: 20:33 - loss: 1185.8592 - logits_profile_predictions_loss: 1161.4582 - logcount_predictions_loss: 0.4675 36/2384 [..............................] - ETA: 20:33 - loss: 1184.8438 - logits_profile_predictions_loss: 1160.4440 - logcount_predictions_loss: 0.4674 37/2384 [..............................] - ETA: 20:32 - loss: 1183.9922 - logits_profile_predictions_loss: 1159.5966 - logcount_predictions_loss: 0.4674 38/2384 [..............................] - ETA: 20:32 - loss: 1183.1295 - logits_profile_predictions_loss: 1158.7438 - logcount_predictions_loss: 0.4672 39/2384 [..............................] - ETA: 20:31 - loss: 1182.4271 - logits_profile_predictions_loss: 1158.0513 - logcount_predictions_loss: 0.4670 40/2384 [..............................] - ETA: 20:31 - loss: 1181.8546 - logits_profile_predictions_loss: 1157.4865 - logcount_predictions_loss: 0.4668 41/2384 [..............................] - ETA: 20:30 - loss: 1181.2515 - logits_profile_predictions_loss: 1156.8856 - logcount_predictions_loss: 0.4668 42/2384 [..............................] - ETA: 20:30 - loss: 1180.7148 - logits_profile_predictions_loss: 1156.3553 - logcount_predictions_loss: 0.4667 43/2384 [..............................] - ETA: 20:29 - loss: 1180.1735 - logits_profile_predictions_loss: 1155.8214 - logcount_predictions_loss: 0.4665 44/2384 [..............................] - ETA: 20:29 - loss: 1179.6180 - logits_profile_predictions_loss: 1155.2697 - logcount_predictions_loss: 0.4664 45/2384 [..............................] - ETA: 20:28 - loss: 1179.1684 - logits_profile_predictions_loss: 1154.8206 - logcount_predictions_loss: 0.4664 46/2384 [..............................] - ETA: 20:28 - loss: 1178.7518 - logits_profile_predictions_loss: 1154.4051 - logcount_predictions_loss: 0.4664 47/2384 [..............................] - ETA: 20:27 - loss: 1178.2647 - logits_profile_predictions_loss: 1153.9200 - logcount_predictions_loss: 0.4664 48/2384 [..............................] - ETA: 20:27 - loss: 1177.8099 - logits_profile_predictions_loss: 1153.4635 - logcount_predictions_loss: 0.4664 49/2384 [..............................] - ETA: 20:26 - loss: 1177.4253 - logits_profile_predictions_loss: 1153.0726 - logcount_predictions_loss: 0.4665 50/2384 [..............................] - ETA: 20:25 - loss: 1176.9993 - logits_profile_predictions_loss: 1152.6425 - logcount_predictions_loss: 0.4666 51/2384 [..............................] - ETA: 20:25 - loss: 1176.6023 - logits_profile_predictions_loss: 1152.2453 - logcount_predictions_loss: 0.4666 52/2384 [..............................] - ETA: 20:24 - loss: 1176.2475 - logits_profile_predictions_loss: 1151.8896 - logcount_predictions_loss: 0.4666 53/2384 [..............................] - ETA: 20:24 - loss: 1175.8976 - logits_profile_predictions_loss: 1151.5382 - logcount_predictions_loss: 0.4667 54/2384 [..............................] - ETA: 20:23 - loss: 1175.5938 - logits_profile_predictions_loss: 1151.2327 - logcount_predictions_loss: 0.4667 55/2384 [..............................] - ETA: 20:23 - loss: 1175.3018 - logits_profile_predictions_loss: 1150.9412 - logcount_predictions_loss: 0.4667 56/2384 [..............................] - ETA: 20:22 - loss: 1175.0187 - logits_profile_predictions_loss: 1150.6570 - logcount_predictions_loss: 0.4667 57/2384 [..............................] - ETA: 20:22 - loss: 1174.7302 - logits_profile_predictions_loss: 1150.3670 - logcount_predictions_loss: 0.4667 58/2384 [..............................] - ETA: 20:21 - loss: 1174.4572 - logits_profile_predictions_loss: 1150.0949 - logcount_predictions_loss: 0.4667 59/2384 [..............................] - ETA: 20:21 - loss: 1174.1502 - logits_profile_predictions_loss: 1149.7895 - logcount_predictions_loss: 0.4667 60/2384 [..............................] - ETA: 20:20 - loss: 1173.8601 - logits_profile_predictions_loss: 1149.5026 - logcount_predictions_loss: 0.4666 61/2384 [..............................] - ETA: 20:20 - loss: 1173.5357 - logits_profile_predictions_loss: 1149.1810 - logcount_predictions_loss: 0.4666 62/2384 [..............................] - ETA: 20:19 - loss: 1173.2639 - logits_profile_predictions_loss: 1148.9123 - logcount_predictions_loss: 0.4665 63/2384 [..............................] - ETA: 20:19 - loss: 1173.0091 - logits_profile_predictions_loss: 1148.6613 - logcount_predictions_loss: 0.4664 64/2384 [..............................] - ETA: 20:18 - loss: 1172.7925 - logits_profile_predictions_loss: 1148.4497 - logcount_predictions_loss: 0.4663 65/2384 [..............................] - ETA: 20:18 - loss: 1172.5668 - logits_profile_predictions_loss: 1148.2286 - logcount_predictions_loss: 0.4663 66/2384 [..............................] - ETA: 20:17 - loss: 1172.3416 - logits_profile_predictions_loss: 1148.0051 - logcount_predictions_loss: 0.4662 67/2384 [..............................] - ETA: 20:17 - loss: 1172.0920 - logits_profile_predictions_loss: 1147.7558 - logcount_predictions_loss: 0.4662 68/2384 [..............................] - ETA: 20:16 - loss: 1171.8268 - logits_profile_predictions_loss: 1147.4918 - logcount_predictions_loss: 0.4662 69/2384 [..............................] - ETA: 20:15 - loss: 1171.6130 - logits_profile_predictions_loss: 1147.2796 - logcount_predictions_loss: 0.4662 70/2384 [..............................] - ETA: 20:15 - loss: 1171.3682 - logits_profile_predictions_loss: 1147.0375 - logcount_predictions_loss: 0.4661 71/2384 [..............................] - ETA: 20:14 - loss: 1171.1144 - logits_profile_predictions_loss: 1146.7853 - logcount_predictions_loss: 0.4661 72/2384 [..............................] - ETA: 20:14 - loss: 1170.8442 - logits_profile_predictions_loss: 1146.5170 - logcount_predictions_loss: 0.4660 73/2384 [..............................] - ETA: 20:13 - loss: 1170.5899 - logits_profile_predictions_loss: 1146.2653 - logcount_predictions_loss: 0.4660 74/2384 [..............................] - ETA: 20:13 - loss: 1170.3865 - logits_profile_predictions_loss: 1146.0648 - logcount_predictions_loss: 0.4659 75/2384 [..............................] - ETA: 20:12 - loss: 1170.1721 - logits_profile_predictions_loss: 1145.8532 - logcount_predictions_loss: 0.4659 76/2384 [..............................] - ETA: 20:12 - loss: 1169.9698 - logits_profile_predictions_loss: 1145.6535 - logcount_predictions_loss: 0.4658 77/2384 [..............................] - ETA: 20:11 - loss: 1169.7820 - logits_profile_predictions_loss: 1145.4683 - logcount_predictions_loss: 0.4658 78/2384 [..............................] - ETA: 20:11 - loss: 1169.5715 - logits_profile_predictions_loss: 1145.2605 - logcount_predictions_loss: 0.4657 79/2384 [..............................] - ETA: 20:10 - loss: 1169.3785 - logits_profile_predictions_loss: 1145.0705 - logcount_predictions_loss: 0.4657 80/2384 [>.............................] - ETA: 20:10 - loss: 1169.1735 - logits_profile_predictions_loss: 1144.8704 - logcount_predictions_loss: 0.4656 81/2384 [>.............................] - ETA: 20:09 - loss: 1168.9638 - logits_profile_predictions_loss: 1144.6651 - logcount_predictions_loss: 0.4655 82/2384 [>.............................] - ETA: 20:09 - loss: 1168.7635 - logits_profile_predictions_loss: 1144.4686 - logcount_predictions_loss: 0.4654 83/2384 [>.............................] - ETA: 20:08 - loss: 1168.5616 - logits_profile_predictions_loss: 1144.2702 - logcount_predictions_loss: 0.4654 84/2384 [>.............................] - ETA: 20:08 - loss: 1168.3555 - logits_profile_predictions_loss: 1144.0668 - logcount_predictions_loss: 0.4653 85/2384 [>.............................] - ETA: 20:07 - loss: 1168.1551 - logits_profile_predictions_loss: 1143.8695 - logcount_predictions_loss: 0.4652 86/2384 [>.............................] - ETA: 20:07 - loss: 1167.9285 - logits_profile_predictions_loss: 1143.6456 - logcount_predictions_loss: 0.4652 87/2384 [>.............................] - ETA: 20:06 - loss: 1167.7265 - 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logcount_predictions_loss: 0.4622 2384/2384 [==============================] - 1312s 550ms/step - loss: 1175.6529 - logits_profile_predictions_loss: 1151.5269 - logcount_predictions_loss: 0.4622 - val_loss: 1461.0024 - val_logits_profile_predictions_loss: 1428.6581 - val_logcount_predictions_loss: 0.6196 Epoch 00011: val_loss did not improve from 1449.25952 Epoch 12/50 1/2384 [..............................] - ETA: 21:37 - loss: 1272.6895 - logits_profile_predictions_loss: 1229.6152 - logcount_predictions_loss: 0.8252 2/2384 [..............................] - ETA: 20:51 - loss: 1306.7157 - logits_profile_predictions_loss: 1268.1039 - logcount_predictions_loss: 0.7397 3/2384 [..............................] - ETA: 20:50 - loss: 1312.9888 - logits_profile_predictions_loss: 1277.0679 - logcount_predictions_loss: 0.6881 4/2384 [..............................] - ETA: 20:50 - loss: 1306.3225 - logits_profile_predictions_loss: 1272.0001 - logcount_predictions_loss: 0.6575 5/2384 [..............................] - ETA: 20:49 - loss: 1298.4429 - logits_profile_predictions_loss: 1265.1975 - logcount_predictions_loss: 0.6369 6/2384 [..............................] - ETA: 20:48 - loss: 1286.9539 - logits_profile_predictions_loss: 1254.6251 - logcount_predictions_loss: 0.6193 7/2384 [..............................] - ETA: 20:48 - loss: 1277.7301 - logits_profile_predictions_loss: 1246.2749 - logcount_predictions_loss: 0.6026 8/2384 [..............................] - ETA: 20:47 - loss: 1271.2547 - logits_profile_predictions_loss: 1240.5113 - logcount_predictions_loss: 0.5890 9/2384 [..............................] - ETA: 20:47 - loss: 1264.7586 - logits_profile_predictions_loss: 1234.5695 - logcount_predictions_loss: 0.5783 10/2384 [..............................] - ETA: 20:46 - loss: 1257.4607 - logits_profile_predictions_loss: 1227.7946 - logcount_predictions_loss: 0.5683 11/2384 [..............................] - ETA: 20:46 - loss: 1251.3863 - logits_profile_predictions_loss: 1222.2063 - logcount_predictions_loss: 0.5590 12/2384 [..............................] - ETA: 20:45 - loss: 1245.1308 - logits_profile_predictions_loss: 1216.3995 - logcount_predictions_loss: 0.5504 13/2384 [..............................] - ETA: 20:45 - loss: 1239.7541 - logits_profile_predictions_loss: 1211.4128 - logcount_predictions_loss: 0.5429 14/2384 [..............................] - ETA: 20:44 - loss: 1234.8922 - logits_profile_predictions_loss: 1206.8382 - logcount_predictions_loss: 0.5374 15/2384 [..............................] - ETA: 20:44 - loss: 1230.1808 - logits_profile_predictions_loss: 1202.3928 - logcount_predictions_loss: 0.5323 16/2384 [..............................] - ETA: 20:43 - loss: 1226.5125 - logits_profile_predictions_loss: 1198.9580 - logcount_predictions_loss: 0.5279 17/2384 [..............................] - ETA: 20:43 - loss: 1223.2778 - logits_profile_predictions_loss: 1195.9593 - logcount_predictions_loss: 0.5233 18/2384 [..............................] - ETA: 20:42 - loss: 1220.0682 - logits_profile_predictions_loss: 1192.9539 - logcount_predictions_loss: 0.5194 19/2384 [..............................] - ETA: 20:42 - loss: 1217.1226 - logits_profile_predictions_loss: 1190.2060 - logcount_predictions_loss: 0.5156 20/2384 [..............................] - ETA: 20:41 - loss: 1214.7039 - logits_profile_predictions_loss: 1187.9149 - logcount_predictions_loss: 0.5132 21/2384 [..............................] - ETA: 20:41 - loss: 1212.4877 - logits_profile_predictions_loss: 1185.8188 - logcount_predictions_loss: 0.5109 22/2384 [..............................] - ETA: 20:40 - loss: 1210.8053 - logits_profile_predictions_loss: 1184.2438 - logcount_predictions_loss: 0.5088 23/2384 [..............................] - ETA: 20:40 - loss: 1208.9557 - logits_profile_predictions_loss: 1182.4990 - logcount_predictions_loss: 0.5068 24/2384 [..............................] - ETA: 20:39 - loss: 1207.2228 - logits_profile_predictions_loss: 1180.8663 - logcount_predictions_loss: 0.5049 25/2384 [..............................] - ETA: 20:38 - loss: 1205.6091 - logits_profile_predictions_loss: 1179.3572 - logcount_predictions_loss: 0.5029 26/2384 [..............................] - ETA: 20:38 - loss: 1204.1029 - logits_profile_predictions_loss: 1177.9506 - logcount_predictions_loss: 0.5010 27/2384 [..............................] - ETA: 20:38 - loss: 1202.7643 - logits_profile_predictions_loss: 1176.7033 - logcount_predictions_loss: 0.4993 28/2384 [..............................] - ETA: 20:37 - loss: 1201.3262 - logits_profile_predictions_loss: 1175.3540 - logcount_predictions_loss: 0.4976 29/2384 [..............................] - ETA: 20:36 - loss: 1200.1237 - logits_profile_predictions_loss: 1174.2423 - logcount_predictions_loss: 0.4958 30/2384 [..............................] - ETA: 20:36 - loss: 1198.6779 - logits_profile_predictions_loss: 1172.8838 - logcount_predictions_loss: 0.4941 31/2384 [..............................] - ETA: 20:35 - loss: 1197.3338 - logits_profile_predictions_loss: 1171.6245 - logcount_predictions_loss: 0.4925 32/2384 [..............................] - ETA: 20:35 - loss: 1196.0204 - logits_profile_predictions_loss: 1170.3892 - logcount_predictions_loss: 0.4910 33/2384 [..............................] - ETA: 20:34 - loss: 1194.8102 - logits_profile_predictions_loss: 1169.2484 - logcount_predictions_loss: 0.4897 34/2384 [..............................] - ETA: 20:34 - loss: 1193.6978 - logits_profile_predictions_loss: 1168.2008 - logcount_predictions_loss: 0.4884 35/2384 [..............................] - ETA: 20:33 - loss: 1192.5526 - logits_profile_predictions_loss: 1167.1209 - logcount_predictions_loss: 0.4872 36/2384 [..............................] - ETA: 20:33 - loss: 1191.5511 - logits_profile_predictions_loss: 1166.1827 - logcount_predictions_loss: 0.4860 37/2384 [..............................] - ETA: 20:32 - loss: 1190.5953 - logits_profile_predictions_loss: 1165.2879 - logcount_predictions_loss: 0.4848 38/2384 [..............................] - ETA: 20:32 - loss: 1189.7035 - logits_profile_predictions_loss: 1164.4484 - logcount_predictions_loss: 0.4838 39/2384 [..............................] - ETA: 20:31 - loss: 1188.8178 - logits_profile_predictions_loss: 1163.6052 - logcount_predictions_loss: 0.4830 40/2384 [..............................] - ETA: 20:31 - loss: 1187.9700 - logits_profile_predictions_loss: 1162.8015 - logcount_predictions_loss: 0.4822 41/2384 [..............................] - ETA: 20:30 - loss: 1187.1896 - logits_profile_predictions_loss: 1162.0607 - logcount_predictions_loss: 0.4814 42/2384 [..............................] - ETA: 20:30 - loss: 1186.4908 - logits_profile_predictions_loss: 1161.4017 - logcount_predictions_loss: 0.4806 43/2384 [..............................] - ETA: 20:29 - loss: 1185.8362 - logits_profile_predictions_loss: 1160.7830 - logcount_predictions_loss: 0.4799 44/2384 [..............................] - ETA: 20:29 - loss: 1185.1534 - logits_profile_predictions_loss: 1160.1376 - logcount_predictions_loss: 0.4792 45/2384 [..............................] - ETA: 20:28 - loss: 1184.5022 - logits_profile_predictions_loss: 1159.5228 - logcount_predictions_loss: 0.4785 46/2384 [..............................] - ETA: 20:28 - loss: 1183.8795 - logits_profile_predictions_loss: 1158.9374 - logcount_predictions_loss: 0.4778 47/2384 [..............................] - ETA: 20:27 - loss: 1183.2894 - logits_profile_predictions_loss: 1158.3850 - logcount_predictions_loss: 0.4771 48/2384 [..............................] - ETA: 20:26 - loss: 1182.7449 - logits_profile_predictions_loss: 1157.8768 - logcount_predictions_loss: 0.4764 49/2384 [..............................] - ETA: 20:26 - loss: 1182.2248 - logits_profile_predictions_loss: 1157.3919 - logcount_predictions_loss: 0.4757 50/2384 [..............................] - ETA: 20:25 - loss: 1181.8227 - logits_profile_predictions_loss: 1157.0227 - logcount_predictions_loss: 0.4751 51/2384 [..............................] - ETA: 20:25 - loss: 1181.3863 - logits_profile_predictions_loss: 1156.6156 - logcount_predictions_loss: 0.4745 52/2384 [..............................] - ETA: 20:24 - loss: 1181.0487 - logits_profile_predictions_loss: 1156.3091 - logcount_predictions_loss: 0.4739 53/2384 [..............................] - ETA: 20:24 - loss: 1180.7651 - logits_profile_predictions_loss: 1156.0537 - logcount_predictions_loss: 0.4734 54/2384 [..............................] - ETA: 20:23 - loss: 1180.5410 - logits_profile_predictions_loss: 1155.8563 - logcount_predictions_loss: 0.4729 55/2384 [..............................] - ETA: 20:23 - loss: 1180.3313 - logits_profile_predictions_loss: 1155.6747 - logcount_predictions_loss: 0.4723 56/2384 [..............................] - ETA: 20:22 - loss: 1180.1301 - logits_profile_predictions_loss: 1155.5006 - logcount_predictions_loss: 0.4718 57/2384 [..............................] - ETA: 20:22 - loss: 1179.9244 - logits_profile_predictions_loss: 1155.3225 - logcount_predictions_loss: 0.4713 58/2384 [..............................] - ETA: 20:21 - loss: 1179.6873 - logits_profile_predictions_loss: 1155.1128 - logcount_predictions_loss: 0.4708 59/2384 [..............................] - ETA: 20:21 - loss: 1179.4191 - logits_profile_predictions_loss: 1154.8715 - logcount_predictions_loss: 0.4703 60/2384 [..............................] - ETA: 20:20 - loss: 1179.1446 - logits_profile_predictions_loss: 1154.6230 - logcount_predictions_loss: 0.4698 61/2384 [..............................] - ETA: 20:20 - loss: 1178.9122 - logits_profile_predictions_loss: 1154.4170 - logcount_predictions_loss: 0.4693 62/2384 [..............................] - ETA: 20:19 - loss: 1178.6628 - logits_profile_predictions_loss: 1154.1929 - logcount_predictions_loss: 0.4688 63/2384 [..............................] - ETA: 20:19 - loss: 1178.4590 - logits_profile_predictions_loss: 1154.0026 - logcount_predictions_loss: 0.4685 64/2384 [..............................] - ETA: 20:18 - loss: 1178.2508 - logits_profile_predictions_loss: 1153.8090 - logcount_predictions_loss: 0.4682 65/2384 [..............................] - ETA: 20:17 - loss: 1178.0290 - logits_profile_predictions_loss: 1153.6034 - logcount_predictions_loss: 0.4679 66/2384 [..............................] - ETA: 20:17 - loss: 1177.7836 - logits_profile_predictions_loss: 1153.3751 - logcount_predictions_loss: 0.4676 67/2384 [..............................] - ETA: 20:16 - loss: 1177.5640 - logits_profile_predictions_loss: 1153.1717 - logcount_predictions_loss: 0.4673 68/2384 [..............................] - ETA: 20:16 - loss: 1177.3345 - logits_profile_predictions_loss: 1152.9579 - logcount_predictions_loss: 0.4670 69/2384 [..............................] - ETA: 20:15 - loss: 1177.1108 - logits_profile_predictions_loss: 1152.7494 - logcount_predictions_loss: 0.4667 70/2384 [..............................] - ETA: 20:15 - loss: 1176.8703 - logits_profile_predictions_loss: 1152.5251 - logcount_predictions_loss: 0.4664 71/2384 [..............................] - ETA: 20:14 - loss: 1176.6505 - logits_profile_predictions_loss: 1152.3201 - logcount_predictions_loss: 0.4661 72/2384 [..............................] - ETA: 20:14 - loss: 1176.4113 - logits_profile_predictions_loss: 1152.0957 - logcount_predictions_loss: 0.4658 73/2384 [..............................] - ETA: 20:13 - loss: 1176.1949 - logits_profile_predictions_loss: 1151.8939 - logcount_predictions_loss: 0.4655 74/2384 [..............................] - ETA: 20:13 - loss: 1176.0251 - logits_profile_predictions_loss: 1151.7365 - logcount_predictions_loss: 0.4653 75/2384 [..............................] - ETA: 20:12 - loss: 1175.8791 - logits_profile_predictions_loss: 1151.6032 - logcount_predictions_loss: 0.4651 76/2384 [..............................] - ETA: 20:12 - loss: 1175.7219 - logits_profile_predictions_loss: 1151.4572 - logcount_predictions_loss: 0.4648 77/2384 [..............................] - ETA: 20:11 - loss: 1175.5740 - logits_profile_predictions_loss: 1151.3191 - logcount_predictions_loss: 0.4647 78/2384 [..............................] - ETA: 20:11 - loss: 1175.4255 - logits_profile_predictions_loss: 1151.1798 - logcount_predictions_loss: 0.4645 79/2384 [..............................] - ETA: 20:10 - loss: 1175.2594 - logits_profile_predictions_loss: 1151.0241 - logcount_predictions_loss: 0.4643 80/2384 [>.............................] - ETA: 20:10 - loss: 1175.1434 - logits_profile_predictions_loss: 1150.9184 - logcount_predictions_loss: 0.4641 81/2384 [>.............................] - ETA: 20:09 - loss: 1175.0148 - logits_profile_predictions_loss: 1150.7992 - logcount_predictions_loss: 0.4639 82/2384 [>.............................] - ETA: 20:09 - loss: 1174.8913 - logits_profile_predictions_loss: 1150.6859 - logcount_predictions_loss: 0.4637 83/2384 [>.............................] - ETA: 20:08 - loss: 1174.7670 - logits_profile_predictions_loss: 1150.5720 - logcount_predictions_loss: 0.4635 84/2384 [>.............................] - ETA: 20:08 - loss: 1174.6280 - logits_profile_predictions_loss: 1150.4440 - logcount_predictions_loss: 0.4633 85/2384 [>.............................] - ETA: 20:07 - loss: 1174.4792 - logits_profile_predictions_loss: 1150.3069 - logcount_predictions_loss: 0.4631 86/2384 [>.............................] - ETA: 20:06 - loss: 1174.3173 - logits_profile_predictions_loss: 1150.1569 - logcount_predictions_loss: 0.4628 87/2384 [>.............................] - ETA: 20:06 - loss: 1174.1844 - logits_profile_predictions_loss: 1150.0363 - logcount_predictions_loss: 0.4626 88/2384 [>.............................] - ETA: 20:05 - loss: 1174.0861 - logits_profile_predictions_loss: 1149.9503 - logcount_predictions_loss: 0.4624 89/2384 [>.............................] - ETA: 20:05 - loss: 1173.9824 - logits_profile_predictions_loss: 1149.8588 - logcount_predictions_loss: 0.4621 90/2384 [>.............................] - ETA: 20:04 - loss: 1173.8795 - logits_profile_predictions_loss: 1149.7682 - logcount_predictions_loss: 0.4619 91/2384 [>.............................] - ETA: 20:04 - loss: 1173.7762 - logits_profile_predictions_loss: 1149.6772 - logcount_predictions_loss: 0.4617 92/2384 [>.............................] - ETA: 20:03 - loss: 1173.6850 - logits_profile_predictions_loss: 1149.5980 - logcount_predictions_loss: 0.4614 93/2384 [>.............................] - ETA: 20:03 - loss: 1173.5926 - logits_profile_predictions_loss: 1149.5175 - logcount_predictions_loss: 0.4612 94/2384 [>.............................] - ETA: 20:02 - loss: 1173.4917 - logits_profile_predictions_loss: 1149.4283 - logcount_predictions_loss: 0.4610 95/2384 [>.............................] - ETA: 20:02 - loss: 1173.3821 - logits_profile_predictions_loss: 1149.3306 - logcount_predictions_loss: 0.4608 96/2384 [>.............................] - ETA: 20:01 - loss: 1173.2766 - logits_profile_predictions_loss: 1149.2369 - logcount_predictions_loss: 0.4605 97/2384 [>.............................] - ETA: 20:01 - loss: 1173.1758 - logits_profile_predictions_loss: 1149.1474 - logcount_predictions_loss: 0.4603 98/2384 [>.............................] - ETA: 20:00 - loss: 1173.0812 - logits_profile_predictions_loss: 1149.0644 - logcount_predictions_loss: 0.4601 99/2384 [>.............................] - ETA: 20:00 - loss: 1172.9872 - logits_profile_predictions_loss: 1148.9811 - logcount_predictions_loss: 0.4599 100/2384 [>.............................] - ETA: 19:59 - loss: 1172.8927 - logits_profile_predictions_loss: 1148.8972 - logcount_predictions_loss: 0.4597 101/2384 [>.............................] - ETA: 19:59 - loss: 1172.7995 - logits_profile_predictions_loss: 1148.8144 - logcount_predictions_loss: 0.4595 102/2384 [>.............................] - ETA: 19:58 - loss: 1172.7123 - logits_profile_predictions_loss: 1148.7378 - logcount_predictions_loss: 0.4593 103/2384 [>.............................] - ETA: 19:58 - loss: 1172.6112 - logits_profile_predictions_loss: 1148.6474 - logcount_predictions_loss: 0.4591 104/2384 [>.............................] - ETA: 19:57 - loss: 1172.5224 - logits_profile_predictions_loss: 1148.5692 - logcount_predictions_loss: 0.4589 105/2384 [>.............................] - ETA: 19:57 - loss: 1172.4415 - logits_profile_predictions_loss: 1148.4989 - logcount_predictions_loss: 0.4587 106/2384 [>.............................] - ETA: 19:56 - loss: 1172.3558 - logits_profile_predictions_loss: 1148.4240 - logcount_predictions_loss: 0.4585 107/2384 [>.............................] - ETA: 19:55 - loss: 1172.2656 - logits_profile_predictions_loss: 1148.3445 - logcount_predictions_loss: 0.4583 108/2384 [>.............................] - ETA: 19:55 - loss: 1172.1838 - logits_profile_predictions_loss: 1148.2725 - logcount_predictions_loss: 0.4581 109/2384 [>.............................] - ETA: 19:54 - loss: 1172.0897 - logits_profile_predictions_loss: 1148.1878 - logcount_predictions_loss: 0.4579 110/2384 [>.............................] - ETA: 19:54 - loss: 1172.0020 - logits_profile_predictions_loss: 1148.1092 - logcount_predictions_loss: 0.4577 111/2384 [>.............................] - ETA: 19:53 - loss: 1171.9155 - logits_profile_predictions_loss: 1148.0315 - logcount_predictions_loss: 0.4575 112/2384 [>.............................] - ETA: 19:53 - loss: 1171.8349 - logits_profile_predictions_loss: 1147.9590 - logcount_predictions_loss: 0.4574 113/2384 [>.............................] - ETA: 19:52 - loss: 1171.7656 - logits_profile_predictions_loss: 1147.8975 - logcount_predictions_loss: 0.4572 114/2384 [>.............................] - ETA: 19:52 - loss: 1171.6983 - logits_profile_predictions_loss: 1147.8384 - logcount_predictions_loss: 0.4571 115/2384 [>.............................] - ETA: 19:51 - loss: 1171.6240 - logits_profile_predictions_loss: 1147.7721 - logcount_predictions_loss: 0.4569 116/2384 [>.............................] - ETA: 19:51 - loss: 1171.5509 - logits_profile_predictions_loss: 1147.7066 - logcount_predictions_loss: 0.4568 117/2384 [>.............................] - ETA: 19:50 - loss: 1171.4712 - logits_profile_predictions_loss: 1147.6343 - logcount_predictions_loss: 0.4566 118/2384 [>.............................] - ETA: 19:50 - loss: 1171.3983 - logits_profile_predictions_loss: 1147.5689 - logcount_predictions_loss: 0.4565 119/2384 [>.............................] - ETA: 19:49 - loss: 1171.3148 - logits_profile_predictions_loss: 1147.4932 - logcount_predictions_loss: 0.4564 120/2384 [>.............................] - ETA: 19:49 - loss: 1171.2432 - logits_profile_predictions_loss: 1147.4291 - logcount_predictions_loss: 0.4562 121/2384 [>.............................] - ETA: 19:48 - loss: 1171.1746 - logits_profile_predictions_loss: 1147.3678 - 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ETA: 29s - loss: 1165.1393 - logits_profile_predictions_loss: 1142.2134 - logcount_predictions_loss: 0.4392 2329/2384 [============================>.] - ETA: 28s - loss: 1165.1394 - logits_profile_predictions_loss: 1142.2135 - logcount_predictions_loss: 0.4392 2330/2384 [============================>.] - ETA: 28s - loss: 1165.1395 - logits_profile_predictions_loss: 1142.2136 - logcount_predictions_loss: 0.4392 2331/2384 [============================>.] - ETA: 27s - loss: 1165.1396 - logits_profile_predictions_loss: 1142.2137 - logcount_predictions_loss: 0.4392 2332/2384 [============================>.] - ETA: 27s - loss: 1165.1398 - logits_profile_predictions_loss: 1142.2138 - logcount_predictions_loss: 0.4392 2333/2384 [============================>.] - ETA: 26s - loss: 1165.1399 - logits_profile_predictions_loss: 1142.2140 - logcount_predictions_loss: 0.4392 2334/2384 [============================>.] - ETA: 26s - loss: 1165.1401 - logits_profile_predictions_loss: 1142.2141 - logcount_predictions_loss: 0.4392 2335/2384 [============================>.] - ETA: 25s - loss: 1165.1403 - logits_profile_predictions_loss: 1142.2143 - logcount_predictions_loss: 0.4392 2336/2384 [============================>.] - ETA: 25s - loss: 1165.1404 - logits_profile_predictions_loss: 1142.2145 - logcount_predictions_loss: 0.4392 2337/2384 [============================>.] - ETA: 24s - loss: 1165.1406 - logits_profile_predictions_loss: 1142.2146 - logcount_predictions_loss: 0.4392 2338/2384 [============================>.] - ETA: 24s - loss: 1165.1409 - logits_profile_predictions_loss: 1142.2148 - logcount_predictions_loss: 0.4392 2339/2384 [============================>.] - ETA: 23s - loss: 1165.1410 - logits_profile_predictions_loss: 1142.2150 - logcount_predictions_loss: 0.4392 2340/2384 [============================>.] - ETA: 23s - loss: 1165.1413 - logits_profile_predictions_loss: 1142.2152 - logcount_predictions_loss: 0.4392 2341/2384 [============================>.] - ETA: 22s - loss: 1165.1415 - logits_profile_predictions_loss: 1142.2155 - logcount_predictions_loss: 0.4392 2342/2384 [============================>.] - ETA: 22s - loss: 1165.1418 - logits_profile_predictions_loss: 1142.2157 - logcount_predictions_loss: 0.4392 2343/2384 [============================>.] - ETA: 21s - loss: 1165.1420 - logits_profile_predictions_loss: 1142.2159 - logcount_predictions_loss: 0.4392 2344/2384 [============================>.] - ETA: 21s - loss: 1165.1422 - logits_profile_predictions_loss: 1142.2162 - logcount_predictions_loss: 0.4392 2345/2384 [============================>.] - ETA: 20s - loss: 1165.1425 - logits_profile_predictions_loss: 1142.2164 - logcount_predictions_loss: 0.4392 2346/2384 [============================>.] - ETA: 19s - loss: 1165.1427 - logits_profile_predictions_loss: 1142.2166 - logcount_predictions_loss: 0.4392 2347/2384 [============================>.] - ETA: 19s - loss: 1165.1429 - logits_profile_predictions_loss: 1142.2168 - logcount_predictions_loss: 0.4392 2348/2384 [============================>.] - ETA: 18s - loss: 1165.1431 - logits_profile_predictions_loss: 1142.2170 - logcount_predictions_loss: 0.4392 2349/2384 [============================>.] - ETA: 18s - loss: 1165.1434 - logits_profile_predictions_loss: 1142.2172 - logcount_predictions_loss: 0.4392 2350/2384 [============================>.] - ETA: 17s - loss: 1165.1436 - logits_profile_predictions_loss: 1142.2174 - logcount_predictions_loss: 0.4392 2351/2384 [============================>.] - ETA: 17s - loss: 1165.1438 - logits_profile_predictions_loss: 1142.2177 - logcount_predictions_loss: 0.4392 2352/2384 [============================>.] - ETA: 16s - loss: 1165.1441 - logits_profile_predictions_loss: 1142.2179 - logcount_predictions_loss: 0.4392 2353/2384 [============================>.] - ETA: 16s - loss: 1165.1443 - logits_profile_predictions_loss: 1142.2181 - logcount_predictions_loss: 0.4392 2354/2384 [============================>.] - ETA: 15s - loss: 1165.1445 - logits_profile_predictions_loss: 1142.2183 - logcount_predictions_loss: 0.4392 2355/2384 [============================>.] - ETA: 15s - loss: 1165.1447 - logits_profile_predictions_loss: 1142.2185 - logcount_predictions_loss: 0.4392 2356/2384 [============================>.] - ETA: 14s - loss: 1165.1450 - logits_profile_predictions_loss: 1142.2187 - logcount_predictions_loss: 0.4392 2357/2384 [============================>.] - ETA: 14s - loss: 1165.1452 - logits_profile_predictions_loss: 1142.2189 - logcount_predictions_loss: 0.4392 2358/2384 [============================>.] - ETA: 13s - loss: 1165.1454 - logits_profile_predictions_loss: 1142.2191 - logcount_predictions_loss: 0.4392 2359/2384 [============================>.] - ETA: 13s - loss: 1165.1456 - logits_profile_predictions_loss: 1142.2193 - logcount_predictions_loss: 0.4392 2360/2384 [============================>.] - ETA: 12s - loss: 1165.1458 - logits_profile_predictions_loss: 1142.2195 - logcount_predictions_loss: 0.4392 2361/2384 [============================>.] - ETA: 12s - loss: 1165.1460 - logits_profile_predictions_loss: 1142.2197 - logcount_predictions_loss: 0.4392 2362/2384 [============================>.] - ETA: 11s - loss: 1165.1462 - logits_profile_predictions_loss: 1142.2199 - logcount_predictions_loss: 0.4392 2363/2384 [============================>.] - ETA: 11s - loss: 1165.1464 - logits_profile_predictions_loss: 1142.2201 - logcount_predictions_loss: 0.4392 2364/2384 [============================>.] - ETA: 10s - loss: 1165.1466 - logits_profile_predictions_loss: 1142.2203 - logcount_predictions_loss: 0.4392 2365/2384 [============================>.] - ETA: 9s - loss: 1165.1469 - logits_profile_predictions_loss: 1142.2205 - logcount_predictions_loss: 0.4392  2366/2384 [============================>.] - ETA: 9s - loss: 1165.1470 - logits_profile_predictions_loss: 1142.2207 - logcount_predictions_loss: 0.4392 2367/2384 [============================>.] - ETA: 8s - loss: 1165.1472 - logits_profile_predictions_loss: 1142.2209 - logcount_predictions_loss: 0.4392 2368/2384 [============================>.] - ETA: 8s - loss: 1165.1474 - logits_profile_predictions_loss: 1142.2210 - logcount_predictions_loss: 0.4392 2369/2384 [============================>.] - ETA: 7s - loss: 1165.1476 - logits_profile_predictions_loss: 1142.2212 - logcount_predictions_loss: 0.4392 2370/2384 [============================>.] - ETA: 7s - loss: 1165.1478 - logits_profile_predictions_loss: 1142.2214 - logcount_predictions_loss: 0.4392 2371/2384 [============================>.] - ETA: 6s - loss: 1165.1480 - logits_profile_predictions_loss: 1142.2216 - logcount_predictions_loss: 0.4392 2372/2384 [============================>.] - ETA: 6s - loss: 1165.1483 - logits_profile_predictions_loss: 1142.2219 - logcount_predictions_loss: 0.4392 2373/2384 [============================>.] - ETA: 5s - loss: 1165.1486 - logits_profile_predictions_loss: 1142.2221 - logcount_predictions_loss: 0.4392 2374/2384 [============================>.] - ETA: 5s - loss: 1165.1488 - logits_profile_predictions_loss: 1142.2224 - logcount_predictions_loss: 0.4392 2375/2384 [============================>.] - ETA: 4s - loss: 1165.1491 - logits_profile_predictions_loss: 1142.2226 - logcount_predictions_loss: 0.4392 2376/2384 [============================>.] - ETA: 4s - loss: 1165.1494 - logits_profile_predictions_loss: 1142.2229 - logcount_predictions_loss: 0.4392 2377/2384 [============================>.] - ETA: 3s - loss: 1165.1496 - logits_profile_predictions_loss: 1142.2232 - logcount_predictions_loss: 0.4392 2378/2384 [============================>.] - ETA: 3s - loss: 1165.1499 - logits_profile_predictions_loss: 1142.2234 - logcount_predictions_loss: 0.4392 2379/2384 [============================>.] - ETA: 2s - loss: 1165.1501 - logits_profile_predictions_loss: 1142.2236 - logcount_predictions_loss: 0.4392 2380/2384 [============================>.] - ETA: 2s - loss: 1165.1503 - logits_profile_predictions_loss: 1142.2238 - logcount_predictions_loss: 0.4392 2381/2384 [============================>.] - ETA: 1s - loss: 1165.1505 - logits_profile_predictions_loss: 1142.2240 - logcount_predictions_loss: 0.4392 2382/2384 [============================>.] - ETA: 1s - loss: 1165.1507 - logits_profile_predictions_loss: 1142.2241 - logcount_predictions_loss: 0.4392 2383/2384 [============================>.] - ETA: 0s - loss: 1165.1508 - logits_profile_predictions_loss: 1142.2243 - logcount_predictions_loss: 0.4392 2384/2384 [==============================] - ETA: 0s - loss: 1165.1510 - logits_profile_predictions_loss: 1142.2244 - logcount_predictions_loss: 0.4392 2384/2384 [==============================] - 1312s 550ms/step - loss: 1165.1511 - logits_profile_predictions_loss: 1142.2245 - logcount_predictions_loss: 0.4392 - val_loss: 1461.7622 - val_logits_profile_predictions_loss: 1428.8818 - val_logcount_predictions_loss: 0.6299 Epoch 00012: val_loss did not improve from 1449.25952 Epoch 13/50 1/2384 [..............................] - ETA: 21:42 - loss: 1288.1155 - logits_profile_predictions_loss: 1272.7546 - logcount_predictions_loss: 0.2943 2/2384 [..............................] - ETA: 20:52 - loss: 1307.0477 - logits_profile_predictions_loss: 1290.7144 - logcount_predictions_loss: 0.3129 3/2384 [..............................] - ETA: 20:50 - loss: 1292.9148 - logits_profile_predictions_loss: 1275.6006 - logcount_predictions_loss: 0.3317 4/2384 [..............................] - ETA: 20:50 - loss: 1282.4869 - logits_profile_predictions_loss: 1264.9236 - logcount_predictions_loss: 0.3365 5/2384 [..............................] - ETA: 20:49 - loss: 1268.5436 - logits_profile_predictions_loss: 1250.8205 - logcount_predictions_loss: 0.3395 6/2384 [..............................] - ETA: 20:49 - loss: 1259.4413 - logits_profile_predictions_loss: 1241.5642 - logcount_predictions_loss: 0.3425 7/2384 [..............................] - ETA: 20:51 - loss: 1249.1696 - logits_profile_predictions_loss: 1231.1193 - logcount_predictions_loss: 0.3458 8/2384 [..............................] - ETA: 20:50 - loss: 1241.5232 - logits_profile_predictions_loss: 1223.2229 - logcount_predictions_loss: 0.3506 9/2384 [..............................] - ETA: 20:49 - loss: 1234.5052 - logits_profile_predictions_loss: 1215.9995 - logcount_predictions_loss: 0.3545 10/2384 [..............................] - ETA: 20:49 - loss: 1228.5617 - logits_profile_predictions_loss: 1209.8589 - logcount_predictions_loss: 0.3583 11/2384 [..............................] - ETA: 20:48 - loss: 1223.9800 - logits_profile_predictions_loss: 1205.1396 - logcount_predictions_loss: 0.3609 12/2384 [..............................] - ETA: 20:47 - loss: 1218.9891 - logits_profile_predictions_loss: 1200.0205 - logcount_predictions_loss: 0.3634 13/2384 [..............................] - ETA: 20:47 - loss: 1214.5539 - logits_profile_predictions_loss: 1195.5064 - logcount_predictions_loss: 0.3649 14/2384 [..............................] - ETA: 20:46 - loss: 1211.4634 - logits_profile_predictions_loss: 1192.3249 - logcount_predictions_loss: 0.3666 15/2384 [..............................] - ETA: 20:45 - loss: 1208.6725 - logits_profile_predictions_loss: 1189.4406 - logcount_predictions_loss: 0.3684 16/2384 [..............................] - ETA: 20:45 - loss: 1206.2480 - logits_profile_predictions_loss: 1186.9370 - logcount_predictions_loss: 0.3699 17/2384 [..............................] - ETA: 20:44 - loss: 1204.3734 - logits_profile_predictions_loss: 1185.0061 - logcount_predictions_loss: 0.3710 18/2384 [..............................] - ETA: 20:43 - loss: 1203.3996 - logits_profile_predictions_loss: 1183.9755 - logcount_predictions_loss: 0.3721 19/2384 [..............................] - ETA: 20:43 - loss: 1202.5692 - logits_profile_predictions_loss: 1183.0769 - logcount_predictions_loss: 0.3734 20/2384 [..............................] - ETA: 20:42 - loss: 1201.9418 - logits_profile_predictions_loss: 1182.3739 - logcount_predictions_loss: 0.3749 21/2384 [..............................] - ETA: 20:42 - loss: 1201.5109 - logits_profile_predictions_loss: 1181.8591 - logcount_predictions_loss: 0.3765 22/2384 [..............................] - ETA: 20:41 - loss: 1201.2865 - logits_profile_predictions_loss: 1181.5396 - logcount_predictions_loss: 0.3783 23/2384 [..............................] - ETA: 20:40 - loss: 1200.8678 - logits_profile_predictions_loss: 1181.0355 - logcount_predictions_loss: 0.3799 24/2384 [..............................] - ETA: 20:40 - loss: 1200.1136 - logits_profile_predictions_loss: 1180.2012 - logcount_predictions_loss: 0.3815 25/2384 [..............................] - ETA: 20:39 - loss: 1199.3076 - logits_profile_predictions_loss: 1179.3258 - logcount_predictions_loss: 0.3828 26/2384 [..............................] - ETA: 20:39 - loss: 1198.5960 - logits_profile_predictions_loss: 1178.5554 - logcount_predictions_loss: 0.3839 27/2384 [..............................] - ETA: 20:38 - loss: 1197.9409 - logits_profile_predictions_loss: 1177.8391 - logcount_predictions_loss: 0.3851 28/2384 [..............................] - ETA: 20:38 - loss: 1197.2080 - logits_profile_predictions_loss: 1177.0475 - logcount_predictions_loss: 0.3862 29/2384 [..............................] - ETA: 20:37 - loss: 1196.6293 - logits_profile_predictions_loss: 1176.4175 - logcount_predictions_loss: 0.3872 30/2384 [..............................] - ETA: 20:36 - loss: 1195.9348 - logits_profile_predictions_loss: 1175.6784 - logcount_predictions_loss: 0.3881 31/2384 [..............................] - ETA: 20:36 - loss: 1195.3739 - logits_profile_predictions_loss: 1175.0689 - logcount_predictions_loss: 0.3890 32/2384 [..............................] - ETA: 20:35 - loss: 1194.7075 - logits_profile_predictions_loss: 1174.3492 - logcount_predictions_loss: 0.3900 33/2384 [..............................] - ETA: 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logcount_predictions_loss: 0.4200 2331/2384 [============================>.] - ETA: 27s - loss: 1157.6092 - logits_profile_predictions_loss: 1135.6866 - logcount_predictions_loss: 0.4200 2332/2384 [============================>.] - ETA: 27s - loss: 1157.6076 - logits_profile_predictions_loss: 1135.6850 - logcount_predictions_loss: 0.4200 2333/2384 [============================>.] - ETA: 26s - loss: 1157.6061 - logits_profile_predictions_loss: 1135.6835 - logcount_predictions_loss: 0.4200 2334/2384 [============================>.] - ETA: 26s - loss: 1157.6046 - logits_profile_predictions_loss: 1135.6820 - logcount_predictions_loss: 0.4200 2335/2384 [============================>.] - ETA: 25s - loss: 1157.6030 - logits_profile_predictions_loss: 1135.6804 - logcount_predictions_loss: 0.4200 2336/2384 [============================>.] - ETA: 25s - loss: 1157.6015 - logits_profile_predictions_loss: 1135.6789 - logcount_predictions_loss: 0.4200 2337/2384 [============================>.] - ETA: 24s - loss: 1157.6000 - logits_profile_predictions_loss: 1135.6774 - logcount_predictions_loss: 0.4200 2338/2384 [============================>.] - ETA: 24s - loss: 1157.5985 - logits_profile_predictions_loss: 1135.6758 - logcount_predictions_loss: 0.4200 2339/2384 [============================>.] - ETA: 23s - loss: 1157.5970 - logits_profile_predictions_loss: 1135.6743 - logcount_predictions_loss: 0.4200 2340/2384 [============================>.] - ETA: 23s - loss: 1157.5954 - logits_profile_predictions_loss: 1135.6728 - logcount_predictions_loss: 0.4200 2341/2384 [============================>.] - ETA: 22s - loss: 1157.5939 - logits_profile_predictions_loss: 1135.6712 - logcount_predictions_loss: 0.4200 2342/2384 [============================>.] - ETA: 22s - loss: 1157.5923 - logits_profile_predictions_loss: 1135.6696 - logcount_predictions_loss: 0.4200 2343/2384 [============================>.] - ETA: 21s - loss: 1157.5907 - logits_profile_predictions_loss: 1135.6680 - logcount_predictions_loss: 0.4200 2344/2384 [============================>.] - ETA: 21s - loss: 1157.5891 - logits_profile_predictions_loss: 1135.6664 - logcount_predictions_loss: 0.4200 2345/2384 [============================>.] - ETA: 20s - loss: 1157.5875 - logits_profile_predictions_loss: 1135.6648 - logcount_predictions_loss: 0.4200 2346/2384 [============================>.] - ETA: 19s - loss: 1157.5859 - logits_profile_predictions_loss: 1135.6632 - logcount_predictions_loss: 0.4200 2347/2384 [============================>.] - ETA: 19s - loss: 1157.5842 - logits_profile_predictions_loss: 1135.6615 - logcount_predictions_loss: 0.4200 2348/2384 [============================>.] - ETA: 18s - loss: 1157.5825 - logits_profile_predictions_loss: 1135.6598 - logcount_predictions_loss: 0.4200 2349/2384 [============================>.] - ETA: 18s - loss: 1157.5809 - logits_profile_predictions_loss: 1135.6582 - logcount_predictions_loss: 0.4200 2350/2384 [============================>.] - ETA: 17s - loss: 1157.5792 - logits_profile_predictions_loss: 1135.6565 - logcount_predictions_loss: 0.4200 2351/2384 [============================>.] - ETA: 17s - loss: 1157.5775 - logits_profile_predictions_loss: 1135.6549 - logcount_predictions_loss: 0.4200 2352/2384 [============================>.] - ETA: 16s - loss: 1157.5759 - logits_profile_predictions_loss: 1135.6532 - logcount_predictions_loss: 0.4200 2353/2384 [============================>.] - ETA: 16s - loss: 1157.5741 - logits_profile_predictions_loss: 1135.6515 - logcount_predictions_loss: 0.4200 2354/2384 [============================>.] - ETA: 15s - loss: 1157.5724 - logits_profile_predictions_loss: 1135.6498 - logcount_predictions_loss: 0.4200 2355/2384 [============================>.] - ETA: 15s - loss: 1157.5707 - logits_profile_predictions_loss: 1135.6481 - logcount_predictions_loss: 0.4200 2356/2384 [============================>.] - ETA: 14s - loss: 1157.5691 - logits_profile_predictions_loss: 1135.6464 - logcount_predictions_loss: 0.4200 2357/2384 [============================>.] - ETA: 14s - loss: 1157.5674 - logits_profile_predictions_loss: 1135.6447 - logcount_predictions_loss: 0.4200 2358/2384 [============================>.] - ETA: 13s - loss: 1157.5657 - logits_profile_predictions_loss: 1135.6430 - logcount_predictions_loss: 0.4200 2359/2384 [============================>.] - ETA: 13s - loss: 1157.5641 - logits_profile_predictions_loss: 1135.6414 - logcount_predictions_loss: 0.4200 2360/2384 [============================>.] - ETA: 12s - loss: 1157.5624 - logits_profile_predictions_loss: 1135.6398 - logcount_predictions_loss: 0.4200 2361/2384 [============================>.] - ETA: 12s - loss: 1157.5608 - logits_profile_predictions_loss: 1135.6382 - logcount_predictions_loss: 0.4200 2362/2384 [============================>.] - ETA: 11s - loss: 1157.5592 - logits_profile_predictions_loss: 1135.6365 - logcount_predictions_loss: 0.4200 2363/2384 [============================>.] - ETA: 11s - loss: 1157.5576 - logits_profile_predictions_loss: 1135.6349 - logcount_predictions_loss: 0.4200 2364/2384 [============================>.] - ETA: 10s - loss: 1157.5561 - logits_profile_predictions_loss: 1135.6334 - logcount_predictions_loss: 0.4200 2365/2384 [============================>.] - ETA: 9s - loss: 1157.5545 - logits_profile_predictions_loss: 1135.6318 - logcount_predictions_loss: 0.4200  2366/2384 [============================>.] - ETA: 9s - loss: 1157.5530 - logits_profile_predictions_loss: 1135.6303 - logcount_predictions_loss: 0.4200 2367/2384 [============================>.] - ETA: 8s - loss: 1157.5515 - logits_profile_predictions_loss: 1135.6288 - logcount_predictions_loss: 0.4200 2368/2384 [============================>.] - ETA: 8s - loss: 1157.5500 - logits_profile_predictions_loss: 1135.6273 - logcount_predictions_loss: 0.4200 2369/2384 [============================>.] - ETA: 7s - loss: 1157.5485 - logits_profile_predictions_loss: 1135.6258 - logcount_predictions_loss: 0.4200 2370/2384 [============================>.] - ETA: 7s - loss: 1157.5470 - logits_profile_predictions_loss: 1135.6243 - logcount_predictions_loss: 0.4200 2371/2384 [============================>.] - ETA: 6s - loss: 1157.5455 - logits_profile_predictions_loss: 1135.6229 - logcount_predictions_loss: 0.4200 2372/2384 [============================>.] - ETA: 6s - loss: 1157.5441 - logits_profile_predictions_loss: 1135.6214 - logcount_predictions_loss: 0.4200 2373/2384 [============================>.] - ETA: 5s - loss: 1157.5426 - logits_profile_predictions_loss: 1135.6199 - logcount_predictions_loss: 0.4200 2374/2384 [============================>.] - ETA: 5s - loss: 1157.5411 - logits_profile_predictions_loss: 1135.6185 - logcount_predictions_loss: 0.4200 2375/2384 [============================>.] - ETA: 4s - loss: 1157.5396 - logits_profile_predictions_loss: 1135.6170 - logcount_predictions_loss: 0.4200 2376/2384 [============================>.] - ETA: 4s - loss: 1157.5382 - logits_profile_predictions_loss: 1135.6155 - logcount_predictions_loss: 0.4200 2377/2384 [============================>.] - ETA: 3s - loss: 1157.5367 - logits_profile_predictions_loss: 1135.6141 - logcount_predictions_loss: 0.4200 2378/2384 [============================>.] - ETA: 3s - loss: 1157.5353 - logits_profile_predictions_loss: 1135.6126 - logcount_predictions_loss: 0.4200 2379/2384 [============================>.] - ETA: 2s - loss: 1157.5339 - logits_profile_predictions_loss: 1135.6112 - logcount_predictions_loss: 0.4200 2380/2384 [============================>.] - ETA: 2s - loss: 1157.5324 - logits_profile_predictions_loss: 1135.6098 - logcount_predictions_loss: 0.4200 2381/2384 [============================>.] - ETA: 1s - loss: 1157.5310 - logits_profile_predictions_loss: 1135.6084 - logcount_predictions_loss: 0.4200 2382/2384 [============================>.] - ETA: 1s - loss: 1157.5297 - logits_profile_predictions_loss: 1135.6070 - logcount_predictions_loss: 0.4200 2383/2384 [============================>.] - ETA: 0s - loss: 1157.5283 - logits_profile_predictions_loss: 1135.6056 - logcount_predictions_loss: 0.4200 2384/2384 [==============================] - ETA: 0s - loss: 1157.5269 - logits_profile_predictions_loss: 1135.6043 - logcount_predictions_loss: 0.4200 2384/2384 [==============================] - 1312s 550ms/step - loss: 1157.5255 - logits_profile_predictions_loss: 1135.6029 - logcount_predictions_loss: 0.4200 - val_loss: 1453.1743 - val_logits_profile_predictions_loss: 1420.8585 - val_logcount_predictions_loss: 0.6191 Epoch 00013: val_loss did not improve from 1449.25952 Epoch 14/50 1/2384 [..............................] - ETA: 21:49 - loss: 1344.4198 - logits_profile_predictions_loss: 1318.7280 - logcount_predictions_loss: 0.4922 2/2384 [..............................] - ETA: 20:51 - loss: 1352.3456 - logits_profile_predictions_loss: 1329.1953 - logcount_predictions_loss: 0.4435 3/2384 [..............................] - ETA: 20:51 - loss: 1325.6968 - logits_profile_predictions_loss: 1303.5548 - logcount_predictions_loss: 0.4242 4/2384 [..............................] - ETA: 20:51 - loss: 1304.0766 - logits_profile_predictions_loss: 1282.1168 - logcount_predictions_loss: 0.4207 5/2384 [..............................] - ETA: 20:51 - loss: 1288.4548 - logits_profile_predictions_loss: 1266.6627 - logcount_predictions_loss: 0.4175 6/2384 [..............................] - ETA: 20:50 - loss: 1275.8653 - logits_profile_predictions_loss: 1254.1790 - logcount_predictions_loss: 0.4154 7/2384 [..............................] - ETA: 20:49 - loss: 1261.8631 - logits_profile_predictions_loss: 1240.3578 - logcount_predictions_loss: 0.4120 8/2384 [..............................] - ETA: 20:49 - loss: 1251.0553 - logits_profile_predictions_loss: 1229.6004 - logcount_predictions_loss: 0.4110 9/2384 [..............................] - ETA: 20:48 - loss: 1241.2300 - logits_profile_predictions_loss: 1219.8391 - logcount_predictions_loss: 0.4098 10/2384 [..............................] - ETA: 20:47 - loss: 1234.4722 - logits_profile_predictions_loss: 1213.1328 - logcount_predictions_loss: 0.4088 11/2384 [..............................] - ETA: 20:47 - loss: 1228.7603 - logits_profile_predictions_loss: 1207.4805 - logcount_predictions_loss: 0.4077 12/2384 [..............................] - ETA: 20:46 - loss: 1224.2475 - logits_profile_predictions_loss: 1203.0544 - logcount_predictions_loss: 0.4060 13/2384 [..............................] - ETA: 20:45 - loss: 1219.7670 - logits_profile_predictions_loss: 1198.6290 - logcount_predictions_loss: 0.4049 14/2384 [..............................] - ETA: 20:45 - loss: 1215.8545 - logits_profile_predictions_loss: 1194.7819 - logcount_predictions_loss: 0.4037 15/2384 [..............................] - ETA: 20:44 - loss: 1212.9169 - logits_profile_predictions_loss: 1191.9033 - logcount_predictions_loss: 0.4026 16/2384 [..............................] - ETA: 20:44 - loss: 1210.5164 - logits_profile_predictions_loss: 1189.5537 - logcount_predictions_loss: 0.4016 17/2384 [..............................] - ETA: 20:43 - loss: 1208.2729 - logits_profile_predictions_loss: 1187.3421 - logcount_predictions_loss: 0.4010 18/2384 [..............................] - ETA: 20:43 - loss: 1206.0366 - logits_profile_predictions_loss: 1185.1359 - logcount_predictions_loss: 0.4004 19/2384 [..............................] - ETA: 20:42 - loss: 1203.5086 - logits_profile_predictions_loss: 1182.6091 - logcount_predictions_loss: 0.4004 20/2384 [..............................] - ETA: 20:42 - loss: 1201.1097 - logits_profile_predictions_loss: 1180.1971 - logcount_predictions_loss: 0.4006 21/2384 [..............................] - ETA: 20:41 - loss: 1198.8270 - logits_profile_predictions_loss: 1177.9071 - logcount_predictions_loss: 0.4008 22/2384 [..............................] - ETA: 20:40 - loss: 1196.6904 - logits_profile_predictions_loss: 1175.7514 - logcount_predictions_loss: 0.4011 23/2384 [..............................] - ETA: 20:40 - loss: 1194.7266 - logits_profile_predictions_loss: 1173.7725 - logcount_predictions_loss: 0.4014 24/2384 [..............................] - ETA: 20:39 - loss: 1192.8611 - logits_profile_predictions_loss: 1171.8958 - logcount_predictions_loss: 0.4016 25/2384 [..............................] - ETA: 20:39 - loss: 1191.2453 - logits_profile_predictions_loss: 1170.2704 - logcount_predictions_loss: 0.4018 26/2384 [..............................] - ETA: 20:38 - loss: 1190.0530 - logits_profile_predictions_loss: 1169.0665 - logcount_predictions_loss: 0.4020 27/2384 [..............................] - ETA: 20:38 - loss: 1189.0642 - logits_profile_predictions_loss: 1168.0679 - logcount_predictions_loss: 0.4022 28/2384 [..............................] - ETA: 20:37 - loss: 1187.9634 - logits_profile_predictions_loss: 1166.9681 - logcount_predictions_loss: 0.4022 29/2384 [..............................] - ETA: 20:37 - loss: 1186.7951 - logits_profile_predictions_loss: 1165.7978 - logcount_predictions_loss: 0.4022 30/2384 [..............................] - ETA: 20:36 - loss: 1185.6314 - logits_profile_predictions_loss: 1164.6280 - logcount_predictions_loss: 0.4024 31/2384 [..............................] - ETA: 20:36 - loss: 1184.7201 - logits_profile_predictions_loss: 1163.7088 - logcount_predictions_loss: 0.4025 32/2384 [..............................] - ETA: 20:35 - loss: 1183.9261 - logits_profile_predictions_loss: 1162.9046 - logcount_predictions_loss: 0.4027 33/2384 [..............................] - ETA: 20:35 - loss: 1183.1443 - logits_profile_predictions_loss: 1162.1144 - logcount_predictions_loss: 0.4029 34/2384 [..............................] - ETA: 20:34 - loss: 1182.2854 - logits_profile_predictions_loss: 1161.2487 - logcount_predictions_loss: 0.4030 35/2384 [..............................] - ETA: 20:34 - loss: 1181.6288 - logits_profile_predictions_loss: 1160.5882 - logcount_predictions_loss: 0.4031 36/2384 [..............................] - ETA: 20:33 - loss: 1180.9546 - logits_profile_predictions_loss: 1159.9180 - logcount_predictions_loss: 0.4030 37/2384 [..............................] - ETA: 20:33 - loss: 1180.2316 - logits_profile_predictions_loss: 1159.1983 - logcount_predictions_loss: 0.4029 38/2384 [..............................] - ETA: 20:32 - loss: 1179.6546 - logits_profile_predictions_loss: 1158.6247 - logcount_predictions_loss: 0.4029 39/2384 [..............................] - ETA: 20:32 - loss: 1179.0887 - logits_profile_predictions_loss: 1158.0615 - logcount_predictions_loss: 0.4028 40/2384 [..............................] - ETA: 20:31 - loss: 1178.6320 - logits_profile_predictions_loss: 1157.6101 - logcount_predictions_loss: 0.4027 41/2384 [..............................] - ETA: 20:30 - loss: 1178.2561 - logits_profile_predictions_loss: 1157.2395 - logcount_predictions_loss: 0.4026 42/2384 [..............................] - ETA: 20:30 - loss: 1177.9529 - logits_profile_predictions_loss: 1156.9464 - logcount_predictions_loss: 0.4024 43/2384 [..............................] - ETA: 20:29 - loss: 1177.7461 - logits_profile_predictions_loss: 1156.7480 - logcount_predictions_loss: 0.4023 44/2384 [..............................] - ETA: 20:29 - loss: 1177.4542 - logits_profile_predictions_loss: 1156.4634 - logcount_predictions_loss: 0.4021 45/2384 [..............................] - ETA: 20:28 - loss: 1177.1837 - logits_profile_predictions_loss: 1156.2034 - logcount_predictions_loss: 0.4019 46/2384 [..............................] - ETA: 20:28 - loss: 1176.8730 - logits_profile_predictions_loss: 1155.9013 - logcount_predictions_loss: 0.4018 47/2384 [..............................] - ETA: 20:27 - loss: 1176.6111 - logits_profile_predictions_loss: 1155.6505 - logcount_predictions_loss: 0.4015 48/2384 [..............................] - ETA: 20:27 - loss: 1176.3457 - logits_profile_predictions_loss: 1155.3966 - logcount_predictions_loss: 0.4013 49/2384 [..............................] - ETA: 20:26 - loss: 1176.1316 - logits_profile_predictions_loss: 1155.1952 - logcount_predictions_loss: 0.4011 50/2384 [..............................] - ETA: 20:26 - loss: 1175.9365 - logits_profile_predictions_loss: 1155.0129 - logcount_predictions_loss: 0.4008 51/2384 [..............................] - ETA: 20:25 - loss: 1175.7628 - logits_profile_predictions_loss: 1154.8517 - logcount_predictions_loss: 0.4006 52/2384 [..............................] - ETA: 20:25 - loss: 1175.6115 - logits_profile_predictions_loss: 1154.7117 - logcount_predictions_loss: 0.4004 53/2384 [..............................] - ETA: 20:24 - loss: 1175.4576 - logits_profile_predictions_loss: 1154.5685 - logcount_predictions_loss: 0.4002 54/2384 [..............................] - ETA: 20:24 - loss: 1175.2608 - logits_profile_predictions_loss: 1154.3823 - logcount_predictions_loss: 0.4000 55/2384 [..............................] - ETA: 20:23 - loss: 1175.0819 - logits_profile_predictions_loss: 1154.2142 - logcount_predictions_loss: 0.3998 56/2384 [..............................] - ETA: 20:23 - loss: 1174.8903 - logits_profile_predictions_loss: 1154.0356 - logcount_predictions_loss: 0.3995 57/2384 [..............................] - ETA: 20:22 - loss: 1174.6602 - logits_profile_predictions_loss: 1153.8171 - logcount_predictions_loss: 0.3993 58/2384 [..............................] - ETA: 20:22 - loss: 1174.4212 - logits_profile_predictions_loss: 1153.5900 - logcount_predictions_loss: 0.3991 59/2384 [..............................] - ETA: 20:21 - loss: 1174.2014 - logits_profile_predictions_loss: 1153.3817 - logcount_predictions_loss: 0.3988 60/2384 [..............................] - ETA: 20:21 - loss: 1173.9680 - logits_profile_predictions_loss: 1153.1602 - logcount_predictions_loss: 0.3986 61/2384 [..............................] - ETA: 20:20 - loss: 1173.6944 - logits_profile_predictions_loss: 1152.8998 - logcount_predictions_loss: 0.3984 62/2384 [..............................] - ETA: 20:20 - loss: 1173.4161 - logits_profile_predictions_loss: 1152.6354 - logcount_predictions_loss: 0.3981 63/2384 [..............................] - ETA: 20:19 - loss: 1173.1540 - logits_profile_predictions_loss: 1152.3849 - logcount_predictions_loss: 0.3979 64/2384 [..............................] - ETA: 20:19 - loss: 1172.8885 - logits_profile_predictions_loss: 1152.1307 - logcount_predictions_loss: 0.3977 65/2384 [..............................] - ETA: 20:18 - loss: 1172.6539 - logits_profile_predictions_loss: 1151.9073 - logcount_predictions_loss: 0.3974 66/2384 [..............................] - ETA: 20:18 - loss: 1172.3667 - logits_profile_predictions_loss: 1151.6312 - logcount_predictions_loss: 0.3972 67/2384 [..............................] - ETA: 20:17 - loss: 1172.0789 - logits_profile_predictions_loss: 1151.3546 - logcount_predictions_loss: 0.3970 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ETA: 9s - loss: 1144.2023 - logits_profile_predictions_loss: 1124.2023 - logcount_predictions_loss: 0.3831  2366/2384 [============================>.] - ETA: 9s - loss: 1144.2004 - logits_profile_predictions_loss: 1124.2004 - logcount_predictions_loss: 0.3831 2367/2384 [============================>.] - ETA: 8s - loss: 1144.1985 - logits_profile_predictions_loss: 1124.1985 - logcount_predictions_loss: 0.3831 2368/2384 [============================>.] - ETA: 8s - loss: 1144.1965 - logits_profile_predictions_loss: 1124.1966 - logcount_predictions_loss: 0.3831 2369/2384 [============================>.] - ETA: 7s - loss: 1144.1946 - logits_profile_predictions_loss: 1124.1947 - logcount_predictions_loss: 0.3831 2370/2384 [============================>.] - ETA: 7s - loss: 1144.1927 - logits_profile_predictions_loss: 1124.1929 - logcount_predictions_loss: 0.3831 2371/2384 [============================>.] - ETA: 6s - loss: 1144.1908 - logits_profile_predictions_loss: 1124.1910 - logcount_predictions_loss: 0.3831 2372/2384 [============================>.] - ETA: 6s - loss: 1144.1888 - logits_profile_predictions_loss: 1124.1891 - logcount_predictions_loss: 0.3831 2373/2384 [============================>.] - ETA: 5s - loss: 1144.1869 - logits_profile_predictions_loss: 1124.1872 - logcount_predictions_loss: 0.3831 2374/2384 [============================>.] - ETA: 5s - loss: 1144.1849 - logits_profile_predictions_loss: 1124.1853 - logcount_predictions_loss: 0.3831 2375/2384 [============================>.] - ETA: 4s - loss: 1144.1830 - logits_profile_predictions_loss: 1124.1834 - logcount_predictions_loss: 0.3831 2376/2384 [============================>.] - ETA: 4s - loss: 1144.1810 - logits_profile_predictions_loss: 1124.1815 - logcount_predictions_loss: 0.3831 2377/2384 [============================>.] - ETA: 3s - loss: 1144.1791 - logits_profile_predictions_loss: 1124.1797 - logcount_predictions_loss: 0.3831 2378/2384 [============================>.] - ETA: 3s - loss: 1144.1772 - logits_profile_predictions_loss: 1124.1778 - logcount_predictions_loss: 0.3831 2379/2384 [============================>.] - ETA: 2s - loss: 1144.1753 - logits_profile_predictions_loss: 1124.1759 - logcount_predictions_loss: 0.3831 2380/2384 [============================>.] - ETA: 2s - loss: 1144.1733 - logits_profile_predictions_loss: 1124.1740 - logcount_predictions_loss: 0.3831 2381/2384 [============================>.] - ETA: 1s - loss: 1144.1714 - logits_profile_predictions_loss: 1124.1721 - logcount_predictions_loss: 0.3831 2382/2384 [============================>.] - ETA: 1s - loss: 1144.1694 - logits_profile_predictions_loss: 1124.1702 - logcount_predictions_loss: 0.3831 2383/2384 [============================>.] - ETA: 0s - loss: 1144.1674 - logits_profile_predictions_loss: 1124.1682 - logcount_predictions_loss: 0.3831 2384/2384 [==============================] - ETA: 0s - loss: 1144.1654 - logits_profile_predictions_loss: 1124.1663 - logcount_predictions_loss: 0.3831 2384/2384 [==============================] - 1312s 550ms/step - loss: 1144.1634 - logits_profile_predictions_loss: 1124.1644 - logcount_predictions_loss: 0.3831 - val_loss: 1454.1930 - val_logits_profile_predictions_loss: 1421.9114 - val_logcount_predictions_loss: 0.6184 Epoch 00014: val_loss did not improve from 1449.25952 Epoch 15/50 1/2384 [..............................] - ETA: 21:38 - loss: 1144.1302 - logits_profile_predictions_loss: 1126.8318 - logcount_predictions_loss: 0.3314 2/2384 [..............................] - ETA: 20:51 - loss: 1159.7924 - logits_profile_predictions_loss: 1142.2684 - logcount_predictions_loss: 0.3357 3/2384 [..............................] - ETA: 20:50 - loss: 1155.2976 - logits_profile_predictions_loss: 1137.9010 - logcount_predictions_loss: 0.3333 4/2384 [..............................] - ETA: 20:49 - loss: 1148.1141 - logits_profile_predictions_loss: 1130.8380 - logcount_predictions_loss: 0.3310 5/2384 [..............................] - ETA: 20:49 - loss: 1143.5528 - logits_profile_predictions_loss: 1126.4735 - logcount_predictions_loss: 0.3272 6/2384 [..............................] - ETA: 20:48 - loss: 1141.7497 - logits_profile_predictions_loss: 1124.6584 - logcount_predictions_loss: 0.3274 7/2384 [..............................] - ETA: 20:48 - loss: 1145.8659 - logits_profile_predictions_loss: 1128.6856 - logcount_predictions_loss: 0.3291 8/2384 [..............................] - ETA: 20:47 - loss: 1149.5857 - logits_profile_predictions_loss: 1132.3583 - logcount_predictions_loss: 0.3300 9/2384 [..............................] - ETA: 20:46 - loss: 1151.9362 - logits_profile_predictions_loss: 1134.6211 - logcount_predictions_loss: 0.3317 10/2384 [..............................] - ETA: 20:46 - loss: 1152.8984 - logits_profile_predictions_loss: 1135.5323 - logcount_predictions_loss: 0.3327 11/2384 [..............................] - ETA: 20:45 - loss: 1153.5582 - logits_profile_predictions_loss: 1136.1440 - logcount_predictions_loss: 0.3336 12/2384 [..............................] - ETA: 20:45 - loss: 1152.7645 - logits_profile_predictions_loss: 1135.2746 - logcount_predictions_loss: 0.3351 13/2384 [..............................] - ETA: 20:44 - loss: 1151.7380 - logits_profile_predictions_loss: 1134.1562 - logcount_predictions_loss: 0.3368 14/2384 [..............................] - ETA: 20:44 - loss: 1150.3663 - logits_profile_predictions_loss: 1132.6775 - logcount_predictions_loss: 0.3389 15/2384 [..............................] - ETA: 20:43 - loss: 1148.9771 - logits_profile_predictions_loss: 1131.1824 - logcount_predictions_loss: 0.3409 16/2384 [..............................] - ETA: 20:43 - loss: 1147.2264 - logits_profile_predictions_loss: 1129.3359 - logcount_predictions_loss: 0.3427 17/2384 [..............................] - ETA: 20:42 - loss: 1145.7276 - logits_profile_predictions_loss: 1127.7533 - logcount_predictions_loss: 0.3443 18/2384 [..............................] - ETA: 20:42 - loss: 1144.3700 - logits_profile_predictions_loss: 1126.3078 - logcount_predictions_loss: 0.3460 19/2384 [..............................] - ETA: 20:41 - loss: 1142.9755 - logits_profile_predictions_loss: 1124.8341 - logcount_predictions_loss: 0.3475 20/2384 [..............................] - ETA: 20:40 - loss: 1141.6594 - logits_profile_predictions_loss: 1123.4625 - logcount_predictions_loss: 0.3486 21/2384 [..............................] - ETA: 20:40 - loss: 1140.4889 - logits_profile_predictions_loss: 1122.2318 - logcount_predictions_loss: 0.3498 22/2384 [..............................] - ETA: 20:39 - loss: 1139.4000 - logits_profile_predictions_loss: 1121.0880 - logcount_predictions_loss: 0.3508 23/2384 [..............................] - ETA: 20:40 - loss: 1138.5774 - logits_profile_predictions_loss: 1120.2240 - logcount_predictions_loss: 0.3516 24/2384 [..............................] - ETA: 20:39 - loss: 1137.8386 - logits_profile_predictions_loss: 1119.4497 - logcount_predictions_loss: 0.3523 25/2384 [..............................] - ETA: 20:39 - loss: 1137.2330 - logits_profile_predictions_loss: 1118.8138 - logcount_predictions_loss: 0.3529 26/2384 [..............................] - ETA: 20:38 - loss: 1136.6174 - logits_profile_predictions_loss: 1118.1665 - logcount_predictions_loss: 0.3535 27/2384 [..............................] - ETA: 20:37 - loss: 1136.0392 - logits_profile_predictions_loss: 1117.5621 - logcount_predictions_loss: 0.3540 28/2384 [..............................] - ETA: 20:37 - loss: 1135.4208 - logits_profile_predictions_loss: 1116.9167 - logcount_predictions_loss: 0.3545 29/2384 [..............................] - ETA: 20:36 - loss: 1134.7545 - logits_profile_predictions_loss: 1116.2161 - logcount_predictions_loss: 0.3551 30/2384 [..............................] - ETA: 20:36 - loss: 1134.2760 - logits_profile_predictions_loss: 1115.7043 - logcount_predictions_loss: 0.3558 31/2384 [..............................] - ETA: 20:35 - loss: 1133.7369 - logits_profile_predictions_loss: 1115.1296 - logcount_predictions_loss: 0.3565 32/2384 [..............................] - ETA: 20:35 - loss: 1133.4792 - logits_profile_predictions_loss: 1114.8451 - logcount_predictions_loss: 0.3570 33/2384 [..............................] - ETA: 20:34 - loss: 1133.1335 - logits_profile_predictions_loss: 1114.4755 - logcount_predictions_loss: 0.3574 34/2384 [..............................] - ETA: 20:34 - loss: 1132.7369 - logits_profile_predictions_loss: 1114.0607 - logcount_predictions_loss: 0.3578 35/2384 [..............................] - ETA: 20:33 - loss: 1132.3947 - logits_profile_predictions_loss: 1113.7054 - logcount_predictions_loss: 0.3580 36/2384 [..............................] - ETA: 20:33 - loss: 1132.1622 - logits_profile_predictions_loss: 1113.4619 - logcount_predictions_loss: 0.3582 37/2384 [..............................] - ETA: 20:32 - loss: 1131.9154 - logits_profile_predictions_loss: 1113.2090 - logcount_predictions_loss: 0.3584 38/2384 [..............................] - ETA: 20:31 - loss: 1131.7685 - logits_profile_predictions_loss: 1113.0581 - logcount_predictions_loss: 0.3584 39/2384 [..............................] - ETA: 20:31 - loss: 1131.6648 - logits_profile_predictions_loss: 1112.9420 - logcount_predictions_loss: 0.3587 40/2384 [..............................] - ETA: 20:30 - loss: 1131.4829 - logits_profile_predictions_loss: 1112.7483 - logcount_predictions_loss: 0.3589 41/2384 [..............................] - ETA: 20:30 - loss: 1131.2982 - logits_profile_predictions_loss: 1112.5536 - logcount_predictions_loss: 0.3591 42/2384 [..............................] - ETA: 20:29 - loss: 1131.1190 - logits_profile_predictions_loss: 1112.3686 - logcount_predictions_loss: 0.3592 43/2384 [..............................] - ETA: 20:29 - loss: 1130.9227 - logits_profile_predictions_loss: 1112.1694 - logcount_predictions_loss: 0.3593 44/2384 [..............................] - ETA: 20:28 - loss: 1130.7222 - logits_profile_predictions_loss: 1111.9644 - logcount_predictions_loss: 0.3593 45/2384 [..............................] - ETA: 20:28 - loss: 1130.5310 - logits_profile_predictions_loss: 1111.7685 - logcount_predictions_loss: 0.3594 46/2384 [..............................] - ETA: 20:27 - loss: 1130.3838 - logits_profile_predictions_loss: 1111.6157 - logcount_predictions_loss: 0.3595 47/2384 [..............................] - ETA: 20:27 - loss: 1130.1633 - logits_profile_predictions_loss: 1111.3917 - logcount_predictions_loss: 0.3596 48/2384 [..............................] - ETA: 20:26 - loss: 1129.9315 - logits_profile_predictions_loss: 1111.1569 - logcount_predictions_loss: 0.3597 49/2384 [..............................] - ETA: 20:25 - loss: 1129.6213 - logits_profile_predictions_loss: 1110.8439 - logcount_predictions_loss: 0.3597 50/2384 [..............................] - ETA: 20:25 - loss: 1129.3250 - logits_profile_predictions_loss: 1110.5467 - logcount_predictions_loss: 0.3597 51/2384 [..............................] - ETA: 20:24 - loss: 1129.0595 - logits_profile_predictions_loss: 1110.2808 - logcount_predictions_loss: 0.3597 52/2384 [..............................] - ETA: 20:24 - loss: 1128.8261 - logits_profile_predictions_loss: 1110.0461 - logcount_predictions_loss: 0.3598 53/2384 [..............................] - ETA: 20:23 - loss: 1128.5995 - logits_profile_predictions_loss: 1109.8173 - logcount_predictions_loss: 0.3598 54/2384 [..............................] - ETA: 20:23 - loss: 1128.4015 - logits_profile_predictions_loss: 1109.6190 - logcount_predictions_loss: 0.3598 55/2384 [..............................] - ETA: 20:22 - loss: 1128.2375 - logits_profile_predictions_loss: 1109.4543 - logcount_predictions_loss: 0.3598 56/2384 [..............................] - ETA: 20:22 - loss: 1128.1050 - logits_profile_predictions_loss: 1109.3179 - logcount_predictions_loss: 0.3599 57/2384 [..............................] - ETA: 20:21 - loss: 1127.9541 - logits_profile_predictions_loss: 1109.1656 - logcount_predictions_loss: 0.3599 58/2384 [..............................] - ETA: 20:21 - loss: 1127.7563 - logits_profile_predictions_loss: 1108.9678 - logcount_predictions_loss: 0.3599 59/2384 [..............................] - ETA: 20:20 - loss: 1127.5241 - logits_profile_predictions_loss: 1108.7373 - logcount_predictions_loss: 0.3599 60/2384 [..............................] - ETA: 20:20 - loss: 1127.2618 - logits_profile_predictions_loss: 1108.4781 - logcount_predictions_loss: 0.3598 61/2384 [..............................] - ETA: 20:19 - loss: 1127.0745 - logits_profile_predictions_loss: 1108.2941 - logcount_predictions_loss: 0.3598 62/2384 [..............................] - ETA: 20:19 - loss: 1126.8914 - logits_profile_predictions_loss: 1108.1127 - logcount_predictions_loss: 0.3597 63/2384 [..............................] - ETA: 20:18 - loss: 1126.7477 - logits_profile_predictions_loss: 1107.9703 - logcount_predictions_loss: 0.3597 64/2384 [..............................] - ETA: 20:17 - loss: 1126.6112 - logits_profile_predictions_loss: 1107.8336 - logcount_predictions_loss: 0.3597 65/2384 [..............................] - ETA: 20:17 - loss: 1126.4515 - logits_profile_predictions_loss: 1107.6738 - logcount_predictions_loss: 0.3597 66/2384 [..............................] - ETA: 20:16 - loss: 1126.3102 - logits_profile_predictions_loss: 1107.5331 - logcount_predictions_loss: 0.3597 67/2384 [..............................] - ETA: 20:16 - loss: 1126.1939 - logits_profile_predictions_loss: 1107.4170 - logcount_predictions_loss: 0.3597 68/2384 [..............................] - ETA: 20:15 - loss: 1126.0391 - logits_profile_predictions_loss: 1107.2618 - logcount_predictions_loss: 0.3597 69/2384 [..............................] - ETA: 20:15 - loss: 1125.8904 - logits_profile_predictions_loss: 1107.1123 - logcount_predictions_loss: 0.3597 70/2384 [..............................] - ETA: 20:14 - loss: 1125.7576 - logits_profile_predictions_loss: 1106.9790 - logcount_predictions_loss: 0.3597 71/2384 [..............................] - ETA: 20:14 - loss: 1125.6076 - logits_profile_predictions_loss: 1106.8290 - logcount_predictions_loss: 0.3597 72/2384 [..............................] - ETA: 20:13 - loss: 1125.4350 - logits_profile_predictions_loss: 1106.6555 - logcount_predictions_loss: 0.3598 73/2384 [..............................] - ETA: 20:13 - loss: 1125.2365 - logits_profile_predictions_loss: 1106.4567 - logcount_predictions_loss: 0.3598 74/2384 [..............................] - ETA: 20:12 - loss: 1125.0620 - logits_profile_predictions_loss: 1106.2807 - logcount_predictions_loss: 0.3598 75/2384 [..............................] - ETA: 20:12 - loss: 1124.9044 - logits_profile_predictions_loss: 1106.1224 - logcount_predictions_loss: 0.3598 76/2384 [..............................] - ETA: 20:11 - loss: 1124.7707 - logits_profile_predictions_loss: 1105.9881 - logcount_predictions_loss: 0.3598 77/2384 [..............................] - ETA: 20:11 - loss: 1124.6410 - logits_profile_predictions_loss: 1105.8579 - logcount_predictions_loss: 0.3598 78/2384 [..............................] - ETA: 20:10 - loss: 1124.5112 - logits_profile_predictions_loss: 1105.7275 - logcount_predictions_loss: 0.3598 79/2384 [..............................] - ETA: 20:10 - loss: 1124.3787 - logits_profile_predictions_loss: 1105.5949 - logcount_predictions_loss: 0.3598 80/2384 [>.............................] - ETA: 20:09 - loss: 1124.2271 - logits_profile_predictions_loss: 1105.4432 - logcount_predictions_loss: 0.3598 81/2384 [>.............................] - ETA: 20:09 - loss: 1124.0814 - logits_profile_predictions_loss: 1105.2959 - logcount_predictions_loss: 0.3599 82/2384 [>.............................] - ETA: 20:08 - loss: 1123.9515 - logits_profile_predictions_loss: 1105.1652 - logcount_predictions_loss: 0.3599 83/2384 [>.............................] - ETA: 20:08 - loss: 1123.8153 - logits_profile_predictions_loss: 1105.0286 - logcount_predictions_loss: 0.3599 84/2384 [>.............................] - ETA: 20:07 - loss: 1123.6878 - logits_profile_predictions_loss: 1104.9011 - logcount_predictions_loss: 0.3599 85/2384 [>.............................] - ETA: 20:07 - loss: 1123.5837 - logits_profile_predictions_loss: 1104.7977 - logcount_predictions_loss: 0.3599 86/2384 [>.............................] - ETA: 20:06 - loss: 1123.4787 - logits_profile_predictions_loss: 1104.6928 - logcount_predictions_loss: 0.3599 87/2384 [>.............................] - ETA: 20:06 - loss: 1123.3821 - logits_profile_predictions_loss: 1104.5964 - logcount_predictions_loss: 0.3599 88/2384 [>.............................] - ETA: 20:05 - loss: 1123.3078 - logits_profile_predictions_loss: 1104.5229 - logcount_predictions_loss: 0.3599 89/2384 [>.............................] - ETA: 20:05 - loss: 1123.2469 - logits_profile_predictions_loss: 1104.4635 - logcount_predictions_loss: 0.3598 90/2384 [>.............................] - ETA: 20:04 - loss: 1123.1938 - logits_profile_predictions_loss: 1104.4117 - logcount_predictions_loss: 0.3598 91/2384 [>.............................] - ETA: 20:04 - loss: 1123.1275 - logits_profile_predictions_loss: 1104.3461 - logcount_predictions_loss: 0.3598 92/2384 [>.............................] - ETA: 20:03 - loss: 1123.0503 - logits_profile_predictions_loss: 1104.2698 - logcount_predictions_loss: 0.3598 93/2384 [>.............................] - ETA: 20:03 - loss: 1122.9883 - logits_profile_predictions_loss: 1104.2090 - logcount_predictions_loss: 0.3598 94/2384 [>.............................] - ETA: 20:02 - loss: 1122.9276 - logits_profile_predictions_loss: 1104.1482 - logcount_predictions_loss: 0.3598 95/2384 [>.............................] - ETA: 20:01 - loss: 1122.8608 - logits_profile_predictions_loss: 1104.0804 - logcount_predictions_loss: 0.3598 96/2384 [>.............................] - ETA: 20:01 - loss: 1122.7942 - logits_profile_predictions_loss: 1104.0127 - logcount_predictions_loss: 0.3598 97/2384 [>.............................] - ETA: 20:00 - loss: 1122.7251 - logits_profile_predictions_loss: 1103.9420 - logcount_predictions_loss: 0.3598 98/2384 [>.............................] - ETA: 20:00 - loss: 1122.6495 - logits_profile_predictions_loss: 1103.8650 - logcount_predictions_loss: 0.3599 99/2384 [>.............................] - ETA: 19:59 - loss: 1122.5715 - logits_profile_predictions_loss: 1103.7855 - logcount_predictions_loss: 0.3599 100/2384 [>.............................] - ETA: 19:59 - loss: 1122.4914 - logits_profile_predictions_loss: 1103.7041 - logcount_predictions_loss: 0.3599 101/2384 [>.............................] - ETA: 19:58 - loss: 1122.4092 - logits_profile_predictions_loss: 1103.6207 - logcount_predictions_loss: 0.3599 102/2384 [>.............................] - ETA: 19:58 - loss: 1122.3314 - 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- logcount_predictions_loss: 0.3636 450/2384 [====>.........................] - ETA: 16:56 - loss: 1121.5718 - logits_profile_predictions_loss: 1102.5912 - logcount_predictions_loss: 0.3636 451/2384 [====>.........................] - ETA: 16:55 - loss: 1121.5762 - logits_profile_predictions_loss: 1102.5950 - logcount_predictions_loss: 0.3636 452/2384 [====>.........................] - ETA: 16:54 - loss: 1121.5798 - logits_profile_predictions_loss: 1102.5980 - logcount_predictions_loss: 0.3636 453/2384 [====>.........................] - ETA: 16:54 - loss: 1121.5838 - logits_profile_predictions_loss: 1102.6015 - logcount_predictions_loss: 0.3636 454/2384 [====>.........................] - ETA: 16:53 - loss: 1121.5882 - logits_profile_predictions_loss: 1102.6053 - logcount_predictions_loss: 0.3637 455/2384 [====>.........................] - ETA: 16:53 - loss: 1121.5922 - logits_profile_predictions_loss: 1102.6088 - logcount_predictions_loss: 0.3637 456/2384 [====>.........................] - ETA: 16:52 - loss: 1121.5967 - logits_profile_predictions_loss: 1102.6127 - logcount_predictions_loss: 0.3637 457/2384 [====>.........................] - ETA: 16:52 - loss: 1121.6004 - logits_profile_predictions_loss: 1102.6159 - logcount_predictions_loss: 0.3637 458/2384 [====>.........................] - ETA: 16:51 - loss: 1121.6036 - logits_profile_predictions_loss: 1102.6187 - logcount_predictions_loss: 0.3637 459/2384 [====>.........................] - ETA: 16:51 - loss: 1121.6070 - logits_profile_predictions_loss: 1102.6216 - logcount_predictions_loss: 0.3637 460/2384 [====>.........................] - ETA: 16:50 - loss: 1121.6098 - logits_profile_predictions_loss: 1102.6240 - logcount_predictions_loss: 0.3637 461/2384 [====>.........................] - ETA: 16:50 - loss: 1121.6127 - logits_profile_predictions_loss: 1102.6265 - logcount_predictions_loss: 0.3637 462/2384 [====>.........................] - ETA: 16:49 - loss: 1121.6158 - 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0.3638 469/2384 [====>.........................] - ETA: 16:46 - loss: 1121.6319 - logits_profile_predictions_loss: 1102.6427 - logcount_predictions_loss: 0.3638 470/2384 [====>.........................] - ETA: 16:45 - loss: 1121.6352 - logits_profile_predictions_loss: 1102.6456 - logcount_predictions_loss: 0.3638 471/2384 [====>.........................] - ETA: 16:45 - loss: 1121.6384 - logits_profile_predictions_loss: 1102.6484 - logcount_predictions_loss: 0.3638 472/2384 [====>.........................] - ETA: 16:44 - loss: 1121.6416 - logits_profile_predictions_loss: 1102.6512 - logcount_predictions_loss: 0.3638 473/2384 [====>.........................] - ETA: 16:43 - loss: 1121.6453 - logits_profile_predictions_loss: 1102.6545 - logcount_predictions_loss: 0.3638 474/2384 [====>.........................] - ETA: 16:43 - loss: 1121.6504 - logits_profile_predictions_loss: 1102.6593 - logcount_predictions_loss: 0.3638 475/2384 [====>.........................] - ETA: 16:42 - loss: 1121.6551 - logits_profile_predictions_loss: 1102.6636 - logcount_predictions_loss: 0.3638 476/2384 [====>.........................] - ETA: 16:42 - loss: 1121.6603 - logits_profile_predictions_loss: 1102.6684 - logcount_predictions_loss: 0.3638 477/2384 [=====>........................] - ETA: 16:41 - loss: 1121.6659 - logits_profile_predictions_loss: 1102.6737 - logcount_predictions_loss: 0.3638 478/2384 [=====>........................] - ETA: 16:41 - loss: 1121.6721 - logits_profile_predictions_loss: 1102.6795 - logcount_predictions_loss: 0.3638 479/2384 [=====>........................] - ETA: 16:40 - loss: 1121.6781 - logits_profile_predictions_loss: 1102.6851 - logcount_predictions_loss: 0.3638 480/2384 [=====>........................] - ETA: 16:40 - loss: 1121.6840 - logits_profile_predictions_loss: 1102.6907 - logcount_predictions_loss: 0.3639 481/2384 [=====>........................] - ETA: 16:39 - loss: 1121.6901 - logits_profile_predictions_loss: 1102.6964 - logcount_predictions_loss: 0.3639 482/2384 [=====>........................] - ETA: 16:39 - loss: 1121.6959 - logits_profile_predictions_loss: 1102.7018 - logcount_predictions_loss: 0.3639 483/2384 [=====>........................] - ETA: 16:38 - loss: 1121.7020 - logits_profile_predictions_loss: 1102.7076 - logcount_predictions_loss: 0.3639 484/2384 [=====>........................] - ETA: 16:38 - loss: 1121.7082 - logits_profile_predictions_loss: 1102.7134 - logcount_predictions_loss: 0.3639 485/2384 [=====>........................] - ETA: 16:37 - loss: 1121.7139 - logits_profile_predictions_loss: 1102.7188 - logcount_predictions_loss: 0.3639 486/2384 [=====>........................] - ETA: 16:37 - loss: 1121.7197 - logits_profile_predictions_loss: 1102.7242 - logcount_predictions_loss: 0.3639 487/2384 [=====>........................] - ETA: 16:36 - loss: 1121.7252 - logits_profile_predictions_loss: 1102.7293 - logcount_predictions_loss: 0.3639 488/2384 [=====>........................] - ETA: 16:36 - loss: 1121.7306 - logits_profile_predictions_loss: 1102.7344 - logcount_predictions_loss: 0.3639 489/2384 [=====>........................] - ETA: 16:35 - loss: 1121.7356 - logits_profile_predictions_loss: 1102.7391 - logcount_predictions_loss: 0.3639 490/2384 [=====>........................] - ETA: 16:35 - loss: 1121.7413 - logits_profile_predictions_loss: 1102.7445 - logcount_predictions_loss: 0.3639 491/2384 [=====>........................] - ETA: 16:34 - loss: 1121.7476 - logits_profile_predictions_loss: 1102.7505 - logcount_predictions_loss: 0.3639 492/2384 [=====>........................] - ETA: 16:34 - loss: 1121.7534 - logits_profile_predictions_loss: 1102.7559 - logcount_predictions_loss: 0.3639 493/2384 [=====>........................] - ETA: 16:33 - loss: 1121.7589 - logits_profile_predictions_loss: 1102.7611 - logcount_predictions_loss: 0.3639 494/2384 [=====>........................] - ETA: 16:32 - loss: 1121.7645 - logits_profile_predictions_loss: 1102.7664 - logcount_predictions_loss: 0.3639 495/2384 [=====>........................] - ETA: 16:32 - loss: 1121.7699 - logits_profile_predictions_loss: 1102.7714 - logcount_predictions_loss: 0.3640 496/2384 [=====>........................] - ETA: 16:31 - loss: 1121.7759 - logits_profile_predictions_loss: 1102.7770 - logcount_predictions_loss: 0.3640 497/2384 [=====>........................] - ETA: 16:31 - loss: 1121.7814 - logits_profile_predictions_loss: 1102.7821 - logcount_predictions_loss: 0.3640 498/2384 [=====>........................] - ETA: 16:30 - loss: 1121.7867 - logits_profile_predictions_loss: 1102.7871 - logcount_predictions_loss: 0.3640 499/2384 [=====>........................] - ETA: 16:30 - loss: 1121.7922 - logits_profile_predictions_loss: 1102.7922 - logcount_predictions_loss: 0.3640 500/2384 [=====>........................] - ETA: 16:29 - loss: 1121.7987 - logits_profile_predictions_loss: 1102.7982 - logcount_predictions_loss: 0.3640 501/2384 [=====>........................] - ETA: 16:29 - loss: 1121.8053 - logits_profile_predictions_loss: 1102.8044 - logcount_predictions_loss: 0.3640 502/2384 [=====>........................] - ETA: 16:28 - loss: 1121.8119 - logits_profile_predictions_loss: 1102.8106 - logcount_predictions_loss: 0.3640 503/2384 [=====>........................] - ETA: 16:28 - loss: 1121.8187 - logits_profile_predictions_loss: 1102.8170 - logcount_predictions_loss: 0.3640 504/2384 [=====>........................] - ETA: 16:27 - loss: 1121.8249 - logits_profile_predictions_loss: 1102.8228 - logcount_predictions_loss: 0.3640 505/2384 [=====>........................] - ETA: 16:27 - loss: 1121.8309 - logits_profile_predictions_loss: 1102.8284 - logcount_predictions_loss: 0.3640 506/2384 [=====>........................] - ETA: 16:26 - loss: 1121.8371 - logits_profile_predictions_loss: 1102.8342 - logcount_predictions_loss: 0.3640 507/2384 [=====>........................] - ETA: 16:26 - loss: 1121.8433 - 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logcount_predictions_loss: 0.3654 2309/2384 [============================>.] - ETA: 39s - loss: 1126.7643 - logits_profile_predictions_loss: 1107.6913 - logcount_predictions_loss: 0.3654 2310/2384 [============================>.] - ETA: 38s - loss: 1126.7661 - logits_profile_predictions_loss: 1107.6930 - logcount_predictions_loss: 0.3654 2311/2384 [============================>.] - ETA: 38s - loss: 1126.7679 - logits_profile_predictions_loss: 1107.6948 - logcount_predictions_loss: 0.3654 2312/2384 [============================>.] - ETA: 37s - loss: 1126.7696 - logits_profile_predictions_loss: 1107.6966 - logcount_predictions_loss: 0.3654 2313/2384 [============================>.] - ETA: 37s - loss: 1126.7713 - logits_profile_predictions_loss: 1107.6984 - logcount_predictions_loss: 0.3654 2314/2384 [============================>.] - ETA: 36s - loss: 1126.7731 - logits_profile_predictions_loss: 1107.7001 - logcount_predictions_loss: 0.3654 2315/2384 [============================>.] - 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logcount_predictions_loss: 0.3654 2335/2384 [============================>.] - ETA: 25s - loss: 1126.8092 - logits_profile_predictions_loss: 1107.7366 - logcount_predictions_loss: 0.3654 2336/2384 [============================>.] - ETA: 25s - loss: 1126.8108 - logits_profile_predictions_loss: 1107.7382 - logcount_predictions_loss: 0.3654 2337/2384 [============================>.] - ETA: 24s - loss: 1126.8125 - logits_profile_predictions_loss: 1107.7399 - logcount_predictions_loss: 0.3654 2338/2384 [============================>.] - ETA: 24s - loss: 1126.8142 - logits_profile_predictions_loss: 1107.7416 - logcount_predictions_loss: 0.3654 2339/2384 [============================>.] - ETA: 23s - loss: 1126.8158 - logits_profile_predictions_loss: 1107.7433 - logcount_predictions_loss: 0.3654 2340/2384 [============================>.] - ETA: 23s - loss: 1126.8175 - logits_profile_predictions_loss: 1107.7450 - logcount_predictions_loss: 0.3654 2341/2384 [============================>.] - 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logcount_predictions_loss: 0.3654 2348/2384 [============================>.] - ETA: 18s - loss: 1126.8316 - logits_profile_predictions_loss: 1107.7591 - logcount_predictions_loss: 0.3654 2349/2384 [============================>.] - ETA: 18s - loss: 1126.8333 - logits_profile_predictions_loss: 1107.7609 - logcount_predictions_loss: 0.3654 2350/2384 [============================>.] - ETA: 17s - loss: 1126.8351 - logits_profile_predictions_loss: 1107.7626 - logcount_predictions_loss: 0.3654 2351/2384 [============================>.] - ETA: 17s - loss: 1126.8369 - logits_profile_predictions_loss: 1107.7644 - logcount_predictions_loss: 0.3654 2352/2384 [============================>.] - ETA: 16s - loss: 1126.8386 - logits_profile_predictions_loss: 1107.7662 - logcount_predictions_loss: 0.3654 2353/2384 [============================>.] - ETA: 16s - loss: 1126.8404 - logits_profile_predictions_loss: 1107.7679 - logcount_predictions_loss: 0.3654 2354/2384 [============================>.] - 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logcount_predictions_loss: 0.3654 2361/2384 [============================>.] - ETA: 12s - loss: 1126.8544 - logits_profile_predictions_loss: 1107.7820 - logcount_predictions_loss: 0.3654 2362/2384 [============================>.] - ETA: 11s - loss: 1126.8561 - logits_profile_predictions_loss: 1107.7837 - logcount_predictions_loss: 0.3654 2363/2384 [============================>.] - ETA: 11s - loss: 1126.8579 - logits_profile_predictions_loss: 1107.7855 - logcount_predictions_loss: 0.3654 2364/2384 [============================>.] - ETA: 10s - loss: 1126.8596 - logits_profile_predictions_loss: 1107.7872 - logcount_predictions_loss: 0.3654 2365/2384 [============================>.] - ETA: 9s - loss: 1126.8614 - logits_profile_predictions_loss: 1107.7890 - logcount_predictions_loss: 0.3654  2366/2384 [============================>.] - ETA: 9s - loss: 1126.8631 - logits_profile_predictions_loss: 1107.7907 - logcount_predictions_loss: 0.3654 2367/2384 [============================>.] - ETA: 8s - loss: 1126.8649 - logits_profile_predictions_loss: 1107.7925 - logcount_predictions_loss: 0.3654 2368/2384 [============================>.] - ETA: 8s - loss: 1126.8667 - logits_profile_predictions_loss: 1107.7943 - logcount_predictions_loss: 0.3654 2369/2384 [============================>.] - ETA: 7s - loss: 1126.8685 - logits_profile_predictions_loss: 1107.7961 - logcount_predictions_loss: 0.3654 2370/2384 [============================>.] - ETA: 7s - loss: 1126.8703 - logits_profile_predictions_loss: 1107.7979 - logcount_predictions_loss: 0.3654 2371/2384 [============================>.] - ETA: 6s - loss: 1126.8720 - logits_profile_predictions_loss: 1107.7997 - logcount_predictions_loss: 0.3654 2372/2384 [============================>.] - ETA: 6s - loss: 1126.8738 - logits_profile_predictions_loss: 1107.8015 - logcount_predictions_loss: 0.3654 2373/2384 [============================>.] - ETA: 5s - loss: 1126.8756 - logits_profile_predictions_loss: 1107.8033 - logcount_predictions_loss: 0.3654 2374/2384 [============================>.] - ETA: 5s - loss: 1126.8774 - logits_profile_predictions_loss: 1107.8051 - logcount_predictions_loss: 0.3654 2375/2384 [============================>.] - ETA: 4s - loss: 1126.8792 - logits_profile_predictions_loss: 1107.8069 - logcount_predictions_loss: 0.3654 2376/2384 [============================>.] - ETA: 4s - loss: 1126.8810 - logits_profile_predictions_loss: 1107.8087 - logcount_predictions_loss: 0.3654 2377/2384 [============================>.] - ETA: 3s - loss: 1126.8828 - logits_profile_predictions_loss: 1107.8105 - logcount_predictions_loss: 0.3654 2378/2384 [============================>.] - ETA: 3s - loss: 1126.8846 - logits_profile_predictions_loss: 1107.8123 - logcount_predictions_loss: 0.3654 2379/2384 [============================>.] - ETA: 2s - loss: 1126.8863 - logits_profile_predictions_loss: 1107.8141 - logcount_predictions_loss: 0.3654 2380/2384 [============================>.] - ETA: 2s - loss: 1126.8881 - logits_profile_predictions_loss: 1107.8158 - logcount_predictions_loss: 0.3654 2381/2384 [============================>.] - ETA: 1s - loss: 1126.8899 - logits_profile_predictions_loss: 1107.8176 - logcount_predictions_loss: 0.3654 2382/2384 [============================>.] - ETA: 1s - loss: 1126.8917 - logits_profile_predictions_loss: 1107.8194 - logcount_predictions_loss: 0.3654 2383/2384 [============================>.] - ETA: 0s - loss: 1126.8935 - logits_profile_predictions_loss: 1107.8212 - logcount_predictions_loss: 0.3654 2384/2384 [==============================] - ETA: 0s - loss: 1126.8953 - logits_profile_predictions_loss: 1107.8230 - logcount_predictions_loss: 0.3654 2384/2384 [==============================] - 1311s 550ms/step - loss: 1126.8970 - logits_profile_predictions_loss: 1107.8248 - logcount_predictions_loss: 0.3654 - val_loss: 1467.5033 - val_logits_profile_predictions_loss: 1434.7566 - val_logcount_predictions_loss: 0.6273 Epoch 00015: val_loss did not improve from 1449.25952 Restoring model weights from the end of the best epoch. Epoch 00015: early stopping save model save model without bias 2023-01-18_10-21-16: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//preprocessing/bigWigs/ENCSR889WKL.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(41167, 10) loading nonpeaks... got split:test for bed regions:(41247, 10) 0/322 100/322 200/322 300/322 2023-01-18_10-29-19: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//preprocessing/bigWigs/ENCSR889WKL.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(41167, 10) loading nonpeaks... got split:test for bed regions:(41247, 10) 0/322 100/322 200/322 300/322 2023-01-18_10-36-26: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR889WKL//preprocessing/bigWigs/ENCSR889WKL.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(41167, 10) loading nonpeaks... got split:test for bed regions:(41247, 10) 0/322 100/322 200/322 300/322 2023-01-18_10-40-05: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//footprints 2023-01-18_10-40-05: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/36 [..............................] - ETA: 5:28 3/36 [=>............................] - ETA: 23s  4/36 [==>...........................] - ETA: 29s 5/36 [===>..........................] - ETA: 32s 6/36 [====>.........................] - ETA: 33s 7/36 [====>.........................] - ETA: 33s 8/36 [=====>........................] - ETA: 33s 9/36 [======>.......................] - ETA: 32s 10/36 [=======>......................] - ETA: 31s 11/36 [========>.....................] - ETA: 30s 12/36 [=========>....................] - ETA: 30s 13/36 [=========>....................] - ETA: 29s 14/36 [==========>...................] - ETA: 27s 15/36 [===========>..................] - ETA: 26s 16/36 [============>.................] - ETA: 25s 17/36 [=============>................] - ETA: 24s 18/36 [==============>...............] - ETA: 23s 19/36 [==============>...............] - ETA: 22s 20/36 [===============>..............] - ETA: 20s 21/36 [================>.............] - ETA: 19s 22/36 [=================>............] - ETA: 18s 23/36 [==================>...........] - ETA: 17s 24/36 [===================>..........] - ETA: 15s 25/36 [===================>..........] - ETA: 14s 26/36 [====================>.........] - ETA: 13s 27/36 [=====================>........] - ETA: 11s 28/36 [======================>.......] - ETA: 10s 29/36 [=======================>......] - ETA: 9s  30/36 [========================>.....] - ETA: 7s 31/36 [========================>.....] - ETA: 6s 32/36 [=========================>....] - ETA: 5s 33/36 [==========================>...] - ETA: 3s 34/36 [===========================>..] - ETA: 2s 35/36 [============================>.] - ETA: 1s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 62s 2s/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 46s 3/36 [=>............................] - ETA: 45s 4/36 [==>...........................] - ETA: 43s 5/36 [===>..........................] - ETA: 42s 6/36 [====>.........................] - ETA: 41s 7/36 [====>.........................] - ETA: 39s 8/36 [=====>........................] - ETA: 38s 9/36 [======>.......................] - ETA: 37s 10/36 [=======>......................] - ETA: 35s 11/36 [========>.....................] - ETA: 34s 12/36 [=========>....................] - ETA: 32s 13/36 [=========>....................] - ETA: 31s 14/36 [==========>...................] - ETA: 30s 15/36 [===========>..................] - ETA: 28s 16/36 [============>.................] - ETA: 27s 17/36 [=============>................] - ETA: 26s 18/36 [==============>...............] - ETA: 24s 19/36 [==============>...............] - ETA: 23s 20/36 [===============>..............] - ETA: 21s 21/36 [================>.............] - ETA: 20s 22/36 [=================>............] - ETA: 19s 23/36 [==================>...........] - ETA: 17s 24/36 [===================>..........] - ETA: 16s 25/36 [===================>..........] - ETA: 15s 26/36 [====================>.........] - ETA: 13s 27/36 [=====================>........] - ETA: 12s 28/36 [======================>.......] - ETA: 11s 29/36 [=======================>......] - ETA: 9s  30/36 [========================>.....] - ETA: 8s 31/36 [========================>.....] - ETA: 6s 32/36 [=========================>....] - ETA: 5s 33/36 [==========================>...] - ETA: 4s 34/36 [===========================>..] - ETA: 2s 35/36 [============================>.] - ETA: 1s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 49s 1s/step inserting motif: dnase_2 TGTACTTACGAA 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 46s 3/36 [=>............................] - ETA: 45s 4/36 [==>...........................] - ETA: 43s 5/36 [===>..........................] - ETA: 42s 6/36 [====>.........................] - ETA: 41s 7/36 [====>.........................] - ETA: 39s 8/36 [=====>........................] - ETA: 38s 9/36 [======>.......................] - ETA: 37s 10/36 [=======>......................] - ETA: 35s 11/36 [========>.....................] - ETA: 34s 12/36 [=========>....................] - ETA: 33s 13/36 [=========>....................] - ETA: 31s 14/36 [==========>...................] - ETA: 30s 15/36 [===========>..................] - ETA: 28s 16/36 [============>.................] - ETA: 27s 17/36 [=============>................] - ETA: 26s 18/36 [==============>...............] - ETA: 24s 19/36 [==============>...............] - ETA: 23s 20/36 [===============>..............] - ETA: 22s 21/36 [================>.............] - ETA: 20s 22/36 [=================>............] - ETA: 19s 23/36 [==================>...........] - ETA: 17s 24/36 [===================>..........] - ETA: 16s 25/36 [===================>..........] - ETA: 15s 26/36 [====================>.........] - ETA: 13s 27/36 [=====================>........] - ETA: 12s 28/36 [======================>.......] - ETA: 11s 29/36 [=======================>......] - ETA: 9s  30/36 [========================>.....] - ETA: 8s 31/36 [========================>.....] - ETA: 6s 32/36 [=========================>....] - ETA: 5s 33/36 [==========================>...] - ETA: 4s 34/36 [===========================>..] - ETA: 2s 35/36 [============================>.] - ETA: 1s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 49s 1s/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 46s 3/36 [=>............................] - ETA: 45s 4/36 [==>...........................] - ETA: 44s 5/36 [===>..........................] - ETA: 42s 6/36 [====>.........................] - ETA: 41s 7/36 [====>.........................] - ETA: 39s 8/36 [=====>........................] - ETA: 38s 9/36 [======>.......................] - ETA: 37s 10/36 [=======>......................] - ETA: 35s 11/36 [========>.....................] - ETA: 34s 12/36 [=========>....................] - ETA: 33s 13/36 [=========>....................] - ETA: 31s 14/36 [==========>...................] - ETA: 30s 15/36 [===========>..................] - ETA: 28s 16/36 [============>.................] - ETA: 27s 17/36 [=============>................] - ETA: 26s 18/36 [==============>...............] - ETA: 24s 19/36 [==============>...............] - ETA: 23s 20/36 [===============>..............] - ETA: 22s 21/36 [================>.............] - ETA: 20s 22/36 [=================>............] - ETA: 19s 23/36 [==================>...........] - ETA: 17s 24/36 [===================>..........] - ETA: 16s 25/36 [===================>..........] - ETA: 15s 26/36 [====================>.........] - ETA: 13s 27/36 [=====================>........] - ETA: 12s 28/36 [======================>.......] - ETA: 11s 29/36 [=======================>......] - ETA: 9s  30/36 [========================>.....] - ETA: 8s 31/36 [========================>.....] - ETA: 6s 32/36 [=========================>....] - ETA: 5s 33/36 [==========================>...] - ETA: 4s 34/36 [===========================>..] - ETA: 2s 35/36 [============================>.] - ETA: 1s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 49s 1s/step Saving marginal footprints 2023-01-18_10-44-07: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//footprints 2023-01-18_10-44-07: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR889WKL//chrombpnet_model_feb15_fold_1//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/36 [..............................] - ETA: 1:51 3/36 [=>............................] - ETA: 1s  4/36 [==>...........................] - ETA: 2s 5/36 [===>..........................] - ETA: 2s 6/36 [====>.........................] - ETA: 2s 7/36 [====>.........................] - ETA: 2s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 2s 14/36 [==========>...................] - ETA: 2s 15/36 [===========>..................] - ETA: 2s 16/36 [============>.................] - ETA: 2s 17/36 [=============>................] - ETA: 1s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 1s 26/36 [====================>.........] - ETA: 1s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 7s 118ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 3s 3/36 [=>............................] - ETA: 3s 4/36 [==>...........................] - ETA: 3s 5/36 [===>..........................] - ETA: 3s 6/36 [====>.........................] - ETA: 3s 7/36 [====>.........................] - ETA: 3s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 2s 14/36 [==========>...................] - ETA: 2s 15/36 [===========>..................] - ETA: 2s 16/36 [============>.................] - ETA: 2s 17/36 [=============>................] - ETA: 2s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 1s 26/36 [====================>.........] - ETA: 1s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 4s 108ms/step inserting motif: dnase_2 TGTACTTACGAA 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 3s 3/36 [=>............................] - ETA: 3s 4/36 [==>...........................] - ETA: 3s 5/36 [===>..........................] - ETA: 3s 6/36 [====>.........................] - ETA: 3s 7/36 [====>.........................] - ETA: 3s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 2s 14/36 [==========>...................] - ETA: 2s 15/36 [===========>..................] - ETA: 2s 16/36 [============>.................] - ETA: 2s 17/36 [=============>................] - ETA: 2s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 1s 26/36 [====================>.........] - ETA: 1s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 4s 108ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 3s 3/36 [=>............................] - ETA: 3s 4/36 [==>...........................] - ETA: 3s 5/36 [===>..........................] - ETA: 3s 6/36 [====>.........................] - ETA: 3s 7/36 [====>.........................] - ETA: 3s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 2s 14/36 [==========>...................] - ETA: 2s 15/36 [===========>..................] - ETA: 2s 16/36 [============>.................] - ETA: 2s 17/36 [=============>................] - ETA: 2s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 1s 26/36 [====================>.........] - ETA: 1s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 4s 108ms/step Saving marginal footprints